From 698fe0cb7316d5444e1836ec24bfa78b3d65a9b5 Mon Sep 17 00:00:00 2001 From: Nicholas Clark Date: Mon, 18 Nov 2024 10:40:09 +1000 Subject: [PATCH] remove some un-needed function arguments to simplify the workflow (#94) --- NEWS.md | 3 + R/get_mvgam_priors.R | 33 +- R/jsdgam.R | 26 +- R/mvgam.R | 140 ++-- R/mvgam_formulae.R | 3 +- R/trends.R | 10 +- R/update.mvgam.R | 6 +- R/update_priors.R | 2 - docs/reference/Rplot001.png | Bin 23635 -> 18762 bytes docs/reference/Rplot002.png | Bin 43779 -> 18685 bytes docs/reference/Rplot003.png | Bin 56778 -> 20816 bytes docs/reference/Rplot006.png | Bin 40093 -> 39503 bytes docs/reference/Rplot010.png | Bin 65956 -> 69683 bytes docs/reference/Rplot011.png | Bin 14974 -> 14648 bytes docs/reference/Rplot012.png | Bin 25455 -> 25596 bytes docs/reference/Rplot013.png | Bin 31265 -> 36907 bytes docs/reference/Rplot014.png | Bin 48354 -> 69800 bytes docs/reference/Rplot015.png | Bin 48373 -> 69788 bytes docs/reference/Rplot016.png | Bin 57950 -> 43731 bytes docs/reference/Rplot018.png | Bin 34151 -> 39313 bytes docs/reference/Rplot019.png | Bin 41760 -> 61480 bytes docs/reference/Rplot020.png | Bin 49024 -> 49281 bytes docs/reference/Rplot021.png | Bin 34722 -> 51418 bytes docs/reference/Rplot022.png | Bin 29496 -> 33847 bytes docs/reference/Rplot023.png | Bin 73646 -> 30186 bytes docs/reference/Rplot024.png | Bin 20631 -> 71771 bytes docs/reference/Rplot025.png | Bin 60387 -> 18400 bytes docs/reference/Rplot026.png | Bin 6532 -> 68372 bytes docs/reference/Rplot027.png | Bin 25016 -> 6551 bytes docs/reference/Rplot028.png | Bin 25016 -> 25766 bytes docs/reference/evaluate_mvgams.html | 18 +- docs/reference/forecast.mvgam.html | 144 +--- docs/reference/get_mvgam_priors.html | 151 ++--- docs/reference/index.html | 2 +- docs/reference/jsdgam.html | 82 +-- docs/reference/loo.mvgam.html | 303 +-------- docs/reference/mvgam-10.png | Bin 158210 -> 168492 bytes docs/reference/mvgam-11.png | Bin 42878 -> 44257 bytes docs/reference/mvgam-12.png | Bin 78882 -> 79304 bytes docs/reference/mvgam-13.png | Bin 113202 -> 118459 bytes docs/reference/mvgam-14.png | Bin 113962 -> 174151 bytes docs/reference/mvgam-15.png | Bin 114190 -> 174378 bytes docs/reference/mvgam-16.png | Bin 109110 -> 107760 bytes docs/reference/mvgam-18.png | Bin 89450 -> 91473 bytes docs/reference/mvgam-19.png | Bin 164795 -> 165535 bytes docs/reference/mvgam-20.png | Bin 109480 -> 112381 bytes docs/reference/mvgam-21.png | Bin 131722 -> 132342 bytes docs/reference/mvgam-22.png | Bin 83958 -> 85144 bytes docs/reference/mvgam-23.png | Bin 72598 -> 77959 bytes docs/reference/mvgam-24.png | Bin 185572 -> 170380 bytes docs/reference/mvgam-25.png | Bin 44889 -> 44911 bytes docs/reference/mvgam-26.png | Bin 264391 -> 262143 bytes docs/reference/mvgam-27.png | Bin 21036 -> 20977 bytes docs/reference/mvgam-28.png | Bin 76901 -> 74070 bytes docs/reference/mvgam-3.png | Bin 147817 -> 148321 bytes docs/reference/mvgam-4.png | Bin 133722 -> 132692 bytes docs/reference/mvgam-5.png | Bin 186866 -> 188585 bytes docs/reference/mvgam-6.png | Bin 100973 -> 101024 bytes docs/reference/mvgam-7.png | Bin 82195 -> 81557 bytes docs/reference/mvgam-8.png | Bin 53772 -> 53955 bytes docs/reference/mvgam-9.png | Bin 34208 -> 34487 bytes docs/reference/mvgam.html | 766 +++++++++------------- docs/reference/mvgam_diagnostics.html | 70 +- docs/reference/mvgam_formulae.html | 3 +- docs/reference/mvgam_marginaleffects.html | 2 + docs/reference/update.mvgam-1.png | Bin 55163 -> 51867 bytes docs/reference/update.mvgam-2.png | Bin 54712 -> 52907 bytes docs/reference/update.mvgam-3.png | Bin 59979 -> 57875 bytes docs/reference/update.mvgam.html | 317 ++++----- man/get_mvgam_priors.Rd | 123 ++-- man/jsdgam.Rd | 67 +- man/mvgam.Rd | 286 ++++---- man/mvgam_formulae.Rd | 3 +- man/mvgam_marginaleffects.Rd | 2 + man/update.mvgam.Rd | 95 ++- src/RcppExports.o | Bin 113491 -> 118706 bytes src/trend_funs.o | Bin 102172 -> 98386 bytes tests/testthat/Rplots.pdf | Bin 1961437 -> 1958853 bytes tests/testthat/test-mvgam.R | 22 +- 79 files changed, 1004 insertions(+), 1675 deletions(-) diff --git a/NEWS.md b/NEWS.md index 3bcbd5eb..3205dd34 100644 --- a/NEWS.md +++ b/NEWS.md @@ -7,6 +7,9 @@ * Added `ZMVN()` error models for estimating Zero-Mean Multivariate Normal errors; convenient for working with non time-series data where latent residuals are expected to be correlated (such as when fitting Joint Species Distribution Models); see `?mvgam::ZMVN` for examples * Added a `fevd.mvgam()` method to compute forecast error variance decompositions from models fit with Vector Autoregressive dynamics (#21 and #76) +## Deprecations +* Arguments `use_stan`, `jags_path`, `data_train`, `data_test`, `adapt_delta`, `max_treedepth` and `drift` have been removed from primary functions to streamline documentation and reflect the package's mission to deprecate 'JAGS' as a suitable backend. Both `adapt_delta` and `max_treedepth` should now be supplied in a named `list()` to the new argument `control` + ## Bug fixes * Not necessarily a "bug fix", but this update removes several dependencies to lighten installation and improve efficiency of the workflow (#93) * Fixed a minor bug in the way `trend_map` recognises levels of the `series` factor diff --git a/R/get_mvgam_priors.R b/R/get_mvgam_priors.R index 13a4e950..08ed0f2d 100644 --- a/R/get_mvgam_priors.R +++ b/R/get_mvgam_priors.R @@ -5,6 +5,7 @@ #' #'@inheritParams mvgam #'@inheritParams jsdgam +#'@param ... Not currently used #'@param factor_formula Can be supplied instead `trend_formula` to match syntax from #'[jsdgam] #'@details Users can supply a model formula, prior to fitting the model, so that default priors can be inspected and @@ -155,23 +156,29 @@ get_mvgam_priors = function(formula, trend_formula, factor_formula, - data, - data_train, + knots, + trend_knots, + trend_model = 'None', family = poisson(), + data, unit = time, species = series, - knots, - trend_knots, use_lv = FALSE, n_lv, - use_stan = TRUE, - trend_model = 'None', trend_map, - drift = FALSE){ + ...){ # Validate the data - if(missing("data") & missing("data_train")){ - stop('Argument "data" is missing with no default') + dots <- list(...) + if(missing("data")){ + if('data_train' %in% names(dots)){ + message('argument "data_train" is deprecated; supply as "data" instead') + data <- dots$data_train + dots$data_train <- NULL + } else { + stop('Argument "data" is missing with no default', + call. = FALSE) + } } if(!missing("data")){ data_train <- data @@ -200,8 +207,10 @@ get_mvgam_priors = function(formula, } # Validate the trend arguments - if(drift) + if('drift' %in% names(dots)){ message('The "drift" argument is deprecated; use fixed effects of "time" instead') + dots$drift <- NULL + } drift <- FALSE orig_trend_model <- trend_model trend_model <- validate_trend_model(orig_trend_model, @@ -231,6 +240,7 @@ get_mvgam_priors = function(formula, refit = FALSE) # Validate the family argument + use_stan <- TRUE family <- validate_family(family, use_stan = use_stan) family_char <- match.arg(arg = family$family, choices = family_char_choices()) @@ -264,17 +274,14 @@ get_mvgam_priors = function(formula, validate_trend_formula(trend_formula) prior_df <- get_mvgam_priors(formula = orig_formula, data = data_train, - #data_train = data_train, family = family, use_lv = FALSE, - use_stan = TRUE, trend_model = if(trend_model == 'None'){ RW() } else { orig_trend_model }, trend_map = trend_map, - drift = drift, knots = knots) # Replace any terms labelled 'trend' with 'series' for creating the necessary diff --git a/R/jsdgam.R b/R/jsdgam.R index 5b21e693..66114097 100644 --- a/R/jsdgam.R +++ b/R/jsdgam.R @@ -9,13 +9,13 @@ #' #'@inheritParams mvgam #'@inheritParams ZMVN -#'@param formula A \code{character} string specifying the GAM observation model formula. These are exactly like the formula +#'@param formula A \code{formula} object specifying the GAM observation model formula. These are exactly like the formula #'for a GLM except that smooth terms, `s()`, `te()`, `ti()`, `t2()`, as well as time-varying -#'`dynamic()` terms and nonparametric `gp()` terms, can be added to the right hand side +#'`dynamic()` terms, nonparametric `gp()` terms and offsets using `offset()`, can be added to the right hand side #'to specify that the linear predictor depends on smooth functions of predictors #'(or linear functionals of these). Details of the formula syntax used by \pkg{mvgam} #'can be found in \code{\link{mvgam_formulae}} -#'@param factor_formula A \code{character} string specifying the linear predictor +#'@param factor_formula A \code{formula} object specifying the linear predictor #'effects for the latent factors. Use `by = trend` within calls to functional terms #'(i.e. `s()`, `te()`, `ti()`, `t2()`, `dynamic()`, or `gp()`) to ensure that each factor #'captures a different axis of variation. See the example below as an illustration @@ -322,6 +322,10 @@ jsdgam = function(formula, share_obs_params = FALSE, priors, n_lv = 2, + backend = getOption("brms.backend", "cmdstanr"), + algorithm = getOption("brms.algorithm", "sampling"), + control = list(max_treedepth = 10, + adapt_delta = 0.8), chains = 4, burnin = 500, samples = 500, @@ -329,10 +333,6 @@ jsdgam = function(formula, parallel = TRUE, threads = 1, silent = 1, - max_treedepth = 10, - adapt_delta = 0.8, - backend = getOption("brms.backend", "cmdstanr"), - algorithm = getOption("brms.algorithm", "sampling"), run_model = TRUE, return_model_data = FALSE, ...){ @@ -545,8 +545,8 @@ jsdgam = function(formula, chains = chains, parallel = parallel, silent = silent, - max_treedepth = max_treedepth, - adapt_delta = adapt_delta, + max_treedepth = control$max_treedepth, + adapt_delta = control$adapt_delta, threads = threads, burnin = burnin, samples = samples, @@ -564,8 +564,8 @@ jsdgam = function(formula, chains = chains, parallel = parallel, silent = silent, - max_treedepth = max_treedepth, - adapt_delta = adapt_delta, + max_treedepth = control$max_treedepth, + adapt_delta = control$adapt_delta, threads = threads, burnin = burnin, samples = samples, @@ -642,8 +642,8 @@ jsdgam = function(formula, fit_engine = 'stan', backend = backend, algorithm = algorithm, - max_treedepth = max_treedepth, - adapt_delta = adapt_delta), + max_treedepth = control$max_treedepth, + adapt_delta = control$adapt_delta), class = c('mvgam', 'jsdgam')) } diff --git a/R/mvgam.R b/R/mvgam.R index 58766e0f..e0798edd 100644 --- a/R/mvgam.R +++ b/R/mvgam.R @@ -11,14 +11,15 @@ #'@importFrom parallel clusterExport stopCluster setDefaultCluster #'@importFrom stats formula terms rnorm update.formula predict #'@importFrom rlang missing_arg -#'@param formula A \code{character} string specifying the GAM observation model formula. These are exactly like the formula +#'@param formula A \code{formula} object specifying the GAM observation model formula. These are exactly like the formula #'for a GLM except that smooth terms, `s()`, `te()`, `ti()`, `t2()`, as well as time-varying -#'`dynamic()` terms and nonparametric `gp()` terms, can be added to the right hand side +#'`dynamic()` terms, nonparametric `gp()` terms and offsets using `offset()`, +#'can be added to the right hand side #'to specify that the linear predictor depends on smooth functions of predictors #'(or linear functionals of these). In `nmix()` family models, the `formula` is used to #'set up a linear predictor for the detection probability. Details of the formula syntax used by \pkg{mvgam} #'can be found in \code{\link{mvgam_formulae}} -#'@param trend_formula An optional \code{character} string specifying the GAM process model formula. If +#'@param trend_formula An optional \code{formula} object specifying the GAM process model formula. If #'supplied, a linear predictor will be modelled for the latent trends to capture process model evolution #'separately from the observation model. Should not have a response variable specified on the left-hand side #'of the formula (i.e. a valid option would be `~ season + s(year)`). Also note that you should not use @@ -55,14 +56,10 @@ #'include a `time` variable if there are no temporal dynamic structures included (i.e. `trend_model = 'None'` or #'`trend_model = ZMVN()`). `data` should also include any other variables to be included in #'the linear predictor of \code{formula} -#'@param data_train Deprecated. Still works in place of \code{data} but users are recommended to use -#'\code{data} instead for more seamless integration into `R` workflows #'@param newdata Optional \code{dataframe} or \code{list} of test data containing the same variables #'as in `data`. If included, the #'observations in variable \code{y} will be set to \code{NA} when fitting the model so that posterior #'simulations can be obtained -#'@param data_test Deprecated. Still works in place of \code{newdata} but users are recommended to use -#'\code{newdata} instead for more seamless integration into `R` workflows #'@param run_model \code{logical}. If \code{FALSE}, the model is not fitted but instead the function will #'return the model file and the data / initial values that are needed to fit the model outside of \code{mvgam} #'@param prior_simulation \code{logical}. If \code{TRUE}, no observations are fed to the model, and instead @@ -94,7 +91,6 @@ #' abundance, while the observation process is Binomial to account for #' imperfect detection. #' See \code{\link{mvgam_families}} for an example of how to use this family} -#'Note that only `nb()` and `poisson()` are available if using `JAGS` as the backend. #'Default is `poisson()`. #'See \code{\link{mvgam_families}} for more details #'@param share_obs_params \code{logical}. If \code{TRUE} and the \code{family} @@ -137,8 +133,6 @@ #'data (names should perfectly match factor levels of the `series` variable in `data`). Note that #'if this is supplied, the intercept parameter in the process model will NOT be automatically suppressed. #'See examples for details -#'@param drift Deprecated. If you wish to estimate drift parameters, include parametric fixed effects -#'of 'time' in your formulae instead. #'@param noncentred \code{logical} Use the non-centred parameterisation for autoregressive #'trend models? Setting to `TRUE` will reparameterise the model to avoid possible #'degeneracies that can show up when estimating the latent dynamic random effects. For some @@ -167,7 +161,7 @@ #'up by any other means. Currently works for all families apart from `nmix()` and #'when using \code{Cmdstan} as the backend #'@param priors An optional \code{data.frame} with prior -#'definitions (in JAGS or Stan syntax) or, preferentially, If using Stan, a vector containing +#'definitions or, preferentially, a vector containing #' objects of class `brmsprior` (see. \code{\link[brms]{prior}} for details). #' See [get_mvgam_priors] and Details' for more information on changing default prior distributions #'@param refit Logical indicating whether this is a refit, called using [update.mvgam]. Users should leave @@ -180,12 +174,8 @@ #'them as part of the returned object. Defaults to `TRUE`, but you can set to `FALSE` to save #'computational time and reduce the size of the returned object (users can always add residuals to #'an object of class `mvgam` using [add_residuals]) -#'@param use_stan Logical. If \code{TRUE}, the model will be compiled and sampled using -#'Hamiltonian Monte Carlo with a call to \code{\link[cmdstanr]{cmdstan_model}} or -#'a call to \code{\link[rstan]{stan}}. Note that -#'there are many more options when using `Stan` vs `JAGS` #'@param backend Character string naming the package to use as the backend for fitting -#'the Stan model (if `use_stan = TRUE`). Options are "cmdstanr" (the default) or "rstan". Can be set globally +#'the Stan model. Options are "cmdstanr" (the default) or "rstan". Can be set globally #'for the current R session via the \code{"brms.backend"} option (see \code{\link{options}}). Details on #'the rstan and cmdstanr packages are available at https://mc-stan.org/rstan/ and #'https://mc-stan.org/cmdstanr/, respectively @@ -207,23 +197,12 @@ #' @param save_all_pars \code{Logical} flag to indicate if draws from all #' variables defined in Stan's \code{parameters} block should be saved #' (default is \code{FALSE}). -#'@param max_treedepth positive integer placing a cap on the number of simulation steps evaluated during each iteration when -#'`use_stan == TRUE`. Default is `10`. Increasing this value can sometimes help with exploration of complex -#'posterior geometries, but it is rarely fruitful to go above a `max_treedepth` of `14` -#'@param adapt_delta positive numeric between `0` and `1` defining the target average proposal acceptance probability -#'during Stan's adaptation period, if `use_stan == TRUE`. Default is `0.8`. In general you should not need to change adapt_delta -#'unless you see a warning message about divergent transitions, in which case you can increase adapt_delta from the default -#'to a value closer to `1` (e.g. from `0.95` to `0.99`, or from `0.99` to `0.999`, etc). -#'The step size used by the numerical integrator is a function of `adapt_delta` in that increasing -#'`adapt_delta` will result in a smaller step size and fewer divergences. Increasing `adapt_delta` will -#'typically result in a slower sampler, but it will always lead to a more robust sampler +#'@param control A named `list` for controlling the sampler's behaviour. Currently only accepts settings for #'@param silent Verbosity level between `0` and `2`. If `1` (the default), most of the informational #'messages of compiler and sampler are suppressed. If `2`, even more messages are suppressed. The #'actual sampling progress is still printed. Set `refresh = 0` to turn this off as well. If using #'`backend = "rstan"` you can also set open_progress = FALSE to prevent opening additional #'progress bars. -#'@param jags_path Optional character vector specifying the path to the location of the `JAGS` executable (.exe) to use -#'for modelling if `use_stan == FALSE`. If missing, the path will be recovered from a call to \code{\link[runjags]{findjags}} #'@param ... Further arguments passed to Stan. #'For \code{backend = "rstan"} the arguments are passed to #'\code{\link[rstan]{sampling}} or \code{\link[rstan]{vb}}. @@ -267,12 +246,8 @@ #'baseline, then editing the returned model accordingly. The model file can be edited and run outside #'of `mvgam` by setting \code{run_model = FALSE} and this is encouraged for complex #'modelling tasks. Note, no priors are -#'formally checked to ensure they are in the right syntax for the respective -#'probabilistic modelling framework, so it is -#'up to the user to ensure these are correct (i.e. use `dnorm` for normal -#'densities in `JAGS`, with the mean and precision -#'parameterisation; but use `normal` for normal densities in `Stan`, with the mean -#'and standard deviation parameterisation) +#'formally checked to ensure they are in the right syntax so it is +#'up to the user to ensure these are correct #'\cr #'\cr #'*Random effects*: For any smooth terms using the random effect basis (\code{\link[mgcv]{smooth.construct.re.smooth.spec}}), @@ -290,14 +265,6 @@ #'the same observation parameters, set `share_obs_params = TRUE` #'\cr #'\cr -#'*Factor regularisation*: When using a dynamic factor model for the trends with `JAGS` factor precisions are given -#'regularized penalty priors to theoretically allow some factors to be dropped from the model by squeezing increasing -#'factors' variances to zero. This is done to help protect against selecting too many latent factors than are needed to -#'capture dependencies in the data, so it can often be advantageous to set `n_lv` to a slightly larger number. However -#'larger numbers of factors do come with additional computational costs so these should be balanced as well. When using -#'`Stan`, all factors are parameterised with fixed variance parameters -#'\cr -#'\cr #'*Residuals*: For each series, randomized quantile (i.e. Dunn-Smyth) residuals are calculated for inspecting model diagnostics #'If the fitted model is appropriate then Dunn-Smyth residuals will be standard normal in distribution and no #'autocorrelation will be evident. When a particular observation is missing, the residual is calculated by comparing independent @@ -383,7 +350,6 @@ #' trend_model = AR(), #' family = poisson(), #' noncentred = TRUE, -#' use_stan = TRUE, #' run_model = FALSE) #' #' # View the model code in Stan language @@ -624,53 +590,87 @@ mvgam = function(formula, trend_formula, knots, trend_knots, + trend_model = 'None', + noncentred = FALSE, + family = poisson(), + share_obs_params = FALSE, data, - data_train, newdata, - data_test, - run_model = TRUE, - prior_simulation = FALSE, - return_model_data = FALSE, - family = 'poisson', - share_obs_params = FALSE, use_lv = FALSE, n_lv, trend_map, - trend_model = 'None', - drift = FALSE, - noncentred = FALSE, + priors, + run_model = TRUE, + prior_simulation = FALSE, + residuals = TRUE, + return_model_data = FALSE, + backend = getOption("brms.backend", "cmdstanr"), + algorithm = getOption("brms.algorithm", "sampling"), + control = list(max_treedepth = 10, + adapt_delta = 0.8), chains = 4, burnin = 500, samples = 500, thin = 1, parallel = TRUE, threads = 1, - priors, - refit = FALSE, - lfo = FALSE, - residuals = TRUE, - use_stan = TRUE, - backend = getOption("brms.backend", "cmdstanr"), - algorithm = getOption("brms.algorithm", "sampling"), - autoformat = TRUE, save_all_pars = FALSE, - max_treedepth = 10, - adapt_delta = 0.8, silent = 1, - jags_path, + autoformat = TRUE, + refit = FALSE, + lfo = FALSE, ...){ # Check data arguments - if(missing("data") & missing("data_train")){ - stop('Argument "data" is missing with no default') + dots <- list(...) + if(missing("data")){ + if('data_train' %in% names(dots)){ + message('argument "data_train" is deprecated; supply as "data" instead') + data <- dots$data_train + dots$data_train <- NULL + } else { + stop('Argument "data" is missing with no default', + call. = FALSE) + } + } + + if(missing("newdata")){ + if('data_test' %in% names(dots)){ + message('argument "data_test" is deprecated; supply as "newdata" instead') + data_test <- dots$data_train + dots$data_test <- NULL + } else { + data_test <- rlang::missing_arg() + } } + if(!missing("data")) data_train <- data if(!missing("newdata")) data_test <- newdata orig_data <- data_train + # Check sampler arguments + use_stan <- TRUE + if('adapt_delta' %in% names(dots)){ + message('argument "adapt_delta" should be supplied as an element in "control"') + adapt_delta <- dots$adapt_delta + dots$adapt_delta <- NULL + } else { + adapt_delta <- control$adapt_delta + } + + if('max_treedepth' %in% names(dots)){ + message('argument "max_treedepth" should be supplied as an element in "control"') + max_treedepth <- dots$max_treedepth + dots$max_treedepth <- NULL + } else { + max_treedepth <- control$max_treedepth + } + # Validate trend_model - if(drift & silent < 2L) + if('drift' %in% names(dots) & silent < 2L){ message('The "drift" argument is deprecated; use fixed effects of "time" instead') + dots$drift <- NULL + } drift <- FALSE orig_trend_model <- trend_model trend_model <- validate_trend_model(orig_trend_model, @@ -757,7 +757,7 @@ mvgam = function(formula, } # Ensure fitting software can be located - if(!use_stan & run_model) find_jags(jags_path = jags_path) + if(!use_stan & run_model) find_jags() if(use_stan & run_model) find_stan() # Validate the family and threads arguments @@ -1915,7 +1915,7 @@ mvgam = function(formula, samples = samples, param = param, save_all_pars = save_all_pars, - ...) + dots) } else { # Condition the model using rstan @@ -1933,7 +1933,7 @@ mvgam = function(formula, burnin = burnin, samples = samples, thin = thin, - ...) + dots) } } diff --git a/R/mvgam_formulae.R b/R/mvgam_formulae.R index 11651b90..6e80706a 100644 --- a/R/mvgam_formulae.R +++ b/R/mvgam_formulae.R @@ -23,7 +23,8 @@ #' or decreasing splines (using `s(x, bs = 'mod')`; #' see \code{\link{smooth.construct.moi.smooth.spec}} for #' details), as well as -#' Gaussian Process functions using \code{\link[brms]{gp}}, +#' Gaussian Process functions using \code{\link[brms]{gp}} and offsets using +#' \code{\link[stats]{offset}} #' can be added to the right hand side (and \code{.} is not supported in \code{mvgam} formulae). #' \cr #' \cr diff --git a/R/trends.R b/R/trends.R index 55eb5616..b03dc9e3 100644 --- a/R/trends.R +++ b/R/trends.R @@ -1453,11 +1453,11 @@ forecast_trend = function(trend_model, use_lv, trend_pars, changepoint_ts <- sort(c(trend_pars$changepoints, t_change_new)) # Generate a trend draw - draw <- piecewise_linear(t = 1:max(time), - deltas = deltas, - k = trend_pars$k_trend[x], - m = trend_pars$m_trend[x], - changepoint_ts = changepoint_ts) + draw <- suppressWarnings(piecewise_linear(t = 1:max(time), + deltas = deltas, + k = trend_pars$k_trend[x], + m = trend_pars$m_trend[x], + changepoint_ts = changepoint_ts)) # Keep only the forecast horizon estimates tail(draw, max(time) - min(time)) diff --git a/R/update.mvgam.R b/R/update.mvgam.R index 269c2996..5c4fcd65 100644 --- a/R/update.mvgam.R +++ b/R/update.mvgam.R @@ -51,14 +51,14 @@ update.mvgam = function(object, trend_formula, knots, trend_knots, + trend_model, + family, + share_obs_params, data, newdata, - trend_model, trend_map, use_lv, n_lv, - family, - share_obs_params, priors, chains, burnin, diff --git a/R/update_priors.R b/R/update_priors.R index 1bfdfeaf..7415086b 100644 --- a/R/update_priors.R +++ b/R/update_priors.R @@ -292,10 +292,8 @@ adapt_brms_priors = function(priors, family = family, use_lv = use_lv, n_lv = n_lv, - use_stan = TRUE, trend_model = trend_model, trend_map = trend_map, - drift = drift, knots = knots) if(any(grepl('_gp', priors$class, fixed = TRUE) & diff --git a/docs/reference/Rplot001.png b/docs/reference/Rplot001.png index 7ae9c377301a086294362f7607103acf32e7da9d..71aacff85b4f18fbce6a921117d9fa1f98fd56c6 100644 GIT binary patch literal 18762 zcmcJ%cRZGF{62h3ls&UDZ#%Mgp}6gpy|;)YJJ}`NRx-*?b}2KmvUik~kWE4oLK)$C zUq0X8GhV-cp68FJm%`mO&g(qi>p0%Wc}3mORv{r|AVi^1Bxt66SHPoMV{)aI=ob%__+QFn 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  • -

    Note that only nb() and poisson() are available if using JAGS as the backend. -Default is poisson(). +

    Default is poisson(). See mvgam_families for more details

    +
    data
    +

    A dataframe or list containing the model response variable and covariates +required by the GAM formula and optional trend_formula. Most models should include columns:

    • series (a factor index of the series IDs; the number of levels should be identical +to the number of unique series labels (i.e. n_series = length(levels(data$series))))

    • +
    • time (numeric or integer index of the time point for each observation). +For most dynamic trend types available in mvgam (see argument trend_model), time should be +measured in discrete, regularly spaced intervals (i.e. c(1, 2, 3, ...)). However you can +use irregularly spaced intervals if using trend_model = CAR(1), though note that any +temporal intervals that are exactly 0 will be adjusted to a very small number +(1e-12) to prevent sampling errors. See an example of CAR() trends in CAR

    • +

    Note however that there are special cases where these identifiers are not needed. For +example, models with hierarchical temporal correlation processes (e.g. AR(gr = region, subgr = species)) +should NOT include a series identifier, as this will be constructed internally (see +mvgam_trends and AR for details). mvgam can also fit models that do not +include a time variable if there are no temporal dynamic structures included (i.e. trend_model = 'None' or +trend_model = ZMVN()). data should also include any other variables to be included in +the linear predictor of formula

    + +
    unit

    The unquoted name of the variable that represents the unit of analysis in data over which latent residuals should be correlated. This variable should be either a @@ -182,18 +207,6 @@

    ArgumentsArgumentscmdstan_model or -a call to stan. Note that -there are many more options when using Stan vs JAGS

    - - -
    trend_model
    -

    character or function specifying the time series dynamics for the latent trend. Options are:

    • None (no latent trend component; i.e. the GAM component is all that contributes to the linear predictor, -and the observation process is the only source of error; similarly to what is estimated by gam)

    • -
    • ZMVN or ZMVN() (Zero-Mean Multivariate Normal; only available in Stan)

    • -
    • 'RW' or RW()

    • -
    • 'AR1' or AR(p = 1)

    • -
    • 'AR2' or AR(p = 2)

    • -
    • 'AR3' or AR(p = 3)

    • -
    • 'CAR1' or CAR(p = 1)

    • -
    • 'VAR1' or VAR()(only available in Stan)

    • -
    • 'PWlogistic, 'PWlinear' or PW() (only available in Stan)

    • -
    • 'GP' or GP() (Gaussian Process with squared exponential kernel; -only available in Stan)

    • -

    For all trend types apart from ZMVN(), GP(), CAR() and PW(), moving average and/or correlated -process error terms can also be estimated (for example, RW(cor = TRUE) will set up a -multivariate Random Walk if n_series > 1). It is also possible for many multivariate trends -to estimate hierarchical correlations if the data are structured among levels of -a relevant grouping factor. See mvgam_trends for more details and see ZMVN for an example.

    - -
    trend_map

    Optional data.frame specifying which series should depend on which latent trends. Useful for allowing multiple series to depend on the same latent trend process, but with @@ -244,9 +230,8 @@

    Arguments @@ -464,13 +449,13 @@

    Examples#> 6 trend sd sigma ~ student_t(3, 0, 2.5); #> 7 inverse of NB dispsersion phi_inv ~ student_t(3, 0, 0.1); #> example_change new_lowerbound new_upperbound -#> 1 lambda ~ exponential(0.32); NA NA -#> 2 mu_raw ~ normal(0.2, 0.47); NA NA -#> 3 sigma_raw ~ exponential(0.39); NA NA -#> 4 ar1 ~ normal(-0.23, 0.94); NA NA -#> 5 ar2 ~ normal(-0.14, 0.5); NA NA -#> 6 sigma ~ exponential(0.27); NA NA -#> 7 phi_inv ~ normal(-0.04, 0.65); NA NA +#> 1 lambda ~ exponential(0.13); NA NA +#> 2 mu_raw ~ normal(-0.49, 0.25); NA NA +#> 3 sigma_raw ~ exponential(0.38); NA NA +#> 4 ar1 ~ normal(-0.64, 0.76); NA NA +#> 5 ar2 ~ normal(-0.05, 0.86); NA NA +#> 6 sigma ~ exponential(0.1); NA NA +#> 7 phi_inv ~ normal(-0.74, 0.35); NA NA # Make a few changes; first, change the population mean for the series-level # random intercepts @@ -1010,7 +995,7 @@

    Examples#> lambda ~ normal(5, 30); #> #> // priors for latent trend variance parameters -#> sigma ~ student_t(3, 0, 2.9); +#> sigma ~ student_t(3, 0, 2.5); #> #> // trend estimates #> trend[1, 1 : n_series] ~ normal(0, sigma); @@ -1119,7 +1104,7 @@

    Examples#> lambda ~ normal(5, 30); #> #> // priors for latent trend variance parameters -#> sigma ~ student_t(3, 0, 2.9); +#> sigma ~ student_t(3, 0, 2.5); #> #> // trend estimates #> trend[1, 1 : n_series] ~ normal(0, sigma); diff --git a/docs/reference/index.html b/docs/reference/index.html index 1c1fc25d..02f6423d 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -390,7 +390,7 @@

    All functionsseries_to_mvgam()
    This function converts univariate or multivariate time series (xts or ts objects) -to the format necessary for mvgam
    +to the format necessary for mvgam

    sim_mvgam() diff --git a/docs/reference/jsdgam.html b/docs/reference/jsdgam.html index 099680c6..439ddf1b 100644 --- a/docs/reference/jsdgam.html +++ b/docs/reference/jsdgam.html @@ -91,6 +91,9 @@

    Usage share_obs_params = FALSE, priors, n_lv = 2, + backend = getOption("brms.backend", "cmdstanr"), + algorithm = getOption("brms.algorithm", "sampling"), + control = list(max_treedepth = 10, adapt_delta = 0.8), chains = 4, burnin = 500, samples = 500, @@ -98,10 +101,6 @@

    Usage parallel = TRUE, threads = 1, silent = 1, - max_treedepth = 10, - adapt_delta = 0.8, - backend = getOption("brms.backend", "cmdstanr"), - algorithm = getOption("brms.algorithm", "sampling"), run_model = TRUE, return_model_data = FALSE, ... @@ -111,16 +110,16 @@

    Usage

    Arguments

    formula
    -

    A character string specifying the GAM observation model formula. These are exactly like the formula +

    A formula object specifying the GAM observation model formula. These are exactly like the formula for a GLM except that smooth terms, s(), te(), ti(), t2(), as well as time-varying -dynamic() terms and nonparametric gp() terms, can be added to the right hand side +dynamic() terms, nonparametric gp() terms and offsets using offset(), can be added to the right hand side to specify that the linear predictor depends on smooth functions of predictors (or linear functionals of these). Details of the formula syntax used by mvgam can be found in mvgam_formulae

    factor_formula
    -

    A character string specifying the linear predictor +

    A formula object specifying the linear predictor effects for the latent factors. Use by = trend within calls to functional terms (i.e. s(), te(), ti(), t2(), dynamic(), or gp()) to ensure that each factor captures a different axis of variation. See the example below as an illustration

    @@ -207,6 +206,34 @@

    Arguments"brms.backend" option (see options). Details on +the rstan and cmdstanr packages are available at https://mc-stan.org/rstan/ and +https://mc-stan.org/cmdstanr/, respectively

    + + +
    algorithm
    +

    Character string naming the estimation approach to use. +Options are "sampling" for MCMC (the default), "meanfield" for +variational inference with factorized normal distributions, +"fullrank" for variational inference with a multivariate normal +distribution, "laplace" for a Laplace approximation (only available +when using cmdstanr as the backend) or "pathfinder" for the pathfinder +algorithm (only currently available when using cmdstanr as the backend). +Can be set globally for the current R session via the +"brms.algorithm" option (see options). Limited testing +suggests that "meanfield" performs best out of the non-MCMC approximations for +dynamic GAMs, possibly because of the difficulties estimating covariances among the +many spline parameters and latent trend parameters. But rigorous testing has not +been carried out

    + + +
    control
    +

    A named list for controlling the sampler's behaviour. Currently only accepts settings for

    + +
    chains

    integer specifying the number of parallel chains for the model. Ignored if algorithm %in% c('meanfield', 'fullrank', 'pathfinder', 'laplace')

    @@ -250,46 +277,6 @@

    Arguments"brms.backend" option (see options). Details on -the rstan and cmdstanr packages are available at https://mc-stan.org/rstan/ and -https://mc-stan.org/cmdstanr/, respectively

    - - -
    algorithm
    -

    Character string naming the estimation approach to use. -Options are "sampling" for MCMC (the default), "meanfield" for -variational inference with factorized normal distributions, -"fullrank" for variational inference with a multivariate normal -distribution, "laplace" for a Laplace approximation (only available -when using cmdstanr as the backend) or "pathfinder" for the pathfinder -algorithm (only currently available when using cmdstanr as the backend). -Can be set globally for the current R session via the -"brms.algorithm" option (see options). Limited testing -suggests that "meanfield" performs best out of the non-MCMC approximations for -dynamic GAMs, possibly because of the difficulties estimating covariances among the -many spline parameters and latent trend parameters. But rigorous testing has not -been carried out

    - -
    run_model

    logical. If FALSE, the model is not fitted but instead the function will return the model file and the data / initial values that are needed to fit the model outside of mvgam

    @@ -457,7 +444,6 @@

    Examples # View the count distributions for each species library(ggplot2) -#> Warning: package ‘ggplot2’ was built under R version 4.2.3 ggplot(dat, aes(x = count)) + geom_histogram() + facet_wrap(~ species, scales = 'free') diff --git a/docs/reference/loo.mvgam.html b/docs/reference/loo.mvgam.html index bc9ab038..2ee5b2ba 100644 --- a/docs/reference/loo.mvgam.html +++ b/docs/reference/loo.mvgam.html @@ -150,39 +150,15 @@

    Examples family = gaussian(), chains = 2, silent = 2) -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/RtmpqqsueL/model-19b8407b5d02.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory +#> Error in get_mvgam_priors(formula = formula, trend_formula = trend_formula, data = data, family = family, use_lv = use_lv, n_lv = n_lv, use_stan = TRUE, trend_model = trend_model, trend_map = trend_map, drift = drift, knots = knots): object 'silent' not found # Inspect the model and calculate LOO conditional_effects(mod1) - +#> Error in conditional_effects(mod1): object 'mod1' not found mc.cores.def <- getOption('mc.cores') options(mc.cores = 1) loo(mod1) -#> -#> Computed from 1000 by 300 log-likelihood matrix. -#> -#> Estimate SE -#> elpd_loo -364.2 11.1 -#> p_loo 7.4 0.6 -#> looic 728.4 22.1 -#> ------ -#> MCSE of elpd_loo is 0.1. -#> MCSE and ESS estimates assume MCMC draws (r_eff in [0.7, 2.3]). -#> -#> All Pareto k estimates are good (k < 0.67). -#> See help('pareto-k-diagnostic') for details. +#> Error in loo(mod1): object 'mod1' not found # Now fit a model with hierarchical seasonality mod2 <- update(mod1, @@ -191,287 +167,39 @@

    Examples xt = list(bs = 'cc'), k = 4), chains = 2, silent = 2) -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/RtmpqqsueL/model-19b830efb18.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory +#> Error in update(mod1, formula = y ~ s(season, bs = "cc", k = 6) + s(season, series, bs = "fs", xt = list(bs = "cc"), k = 4), chains = 2, silent = 2): object 'mod1' not found conditional_effects(mod2) - - +#> Error in conditional_effects(mod2): object 'mod2' not found loo(mod2) -#> -#> Computed from 1000 by 300 log-likelihood matrix. -#> -#> Estimate SE -#> elpd_loo -309.7 11.4 -#> p_loo 13.3 1.1 -#> looic 619.5 22.8 -#> ------ -#> MCSE of elpd_loo is 0.1. -#> MCSE and ESS estimates assume MCMC draws (r_eff in [0.7, 1.3]). -#> -#> All Pareto k estimates are good (k < 0.67). -#> See help('pareto-k-diagnostic') for details. +#> Error in loo(mod2): object 'mod2' not found # Now add AR1 dynamic errors to mod2 mod3 <- update(mod2, trend_model = AR(), chains = 2, silent = 2) -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/RtmpqqsueL/model-19b84ce92891.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory +#> Error in update(mod2, trend_model = AR(), chains = 2, silent = 2): object 'mod2' not found conditional_effects(mod3) - - +#> Error in conditional_effects(mod3): object 'mod3' not found plot(mod3, type = 'trend') - +#> Error in plot(mod3, type = "trend"): object 'mod3' not found loo(mod3) -#> Warning: Some Pareto k diagnostic values are too high. See help('pareto-k-diagnostic') for details. -#> -#> Computed from 1000 by 300 log-likelihood matrix. -#> -#> Estimate SE -#> elpd_loo -251.0 9.9 -#> p_loo 163.6 7.1 -#> looic 502.0 19.9 -#> ------ -#> MCSE of elpd_loo is NA. -#> MCSE and ESS estimates assume MCMC draws (r_eff in [0.0, 0.0]). -#> -#> Pareto k diagnostic values: -#> Count Pct. Min. ESS -#> (-Inf, 0.67] (good) 127 42.3% 1 -#> (0.67, 1] (bad) 160 53.3% <NA> -#> (1, Inf) (very bad) 13 4.3% <NA> -#> See help('pareto-k-diagnostic') for details. +#> Error in loo(mod3): object 'mod3' not found # Compare models using LOO loo_compare(mod1, mod2, mod3) -#> Warning: Some Pareto k diagnostic values are too high. See help('pareto-k-diagnostic') for details. -#> elpd_diff se_diff -#> mod3 0.0 0.0 -#> mod2 -58.7 4.8 -#> mod1 -113.2 9.3 +#> Error in loo_compare(mod1, mod2, mod3): object 'mod1' not found options(mc.cores = mc.cores.def) # Compare forecast abilities using an expanding training window and # forecasting ahead 1 timepoint from each window; the first window by includes # the first 92 timepoints (of the 100 that were simulated) max(mod2$obs_data$time) -#> [1] 100 +#> Error in eval(expr, envir, enclos): object 'mod2' not found lfo_mod2 <- lfo_cv(mod2, min_t = 92) -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> Compiling Stan program using cmdstanr -#> -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/RtmpqqsueL/model-19b824896df3.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory -#> Start sampling -#> Running MCMC with 2 parallel chains... -#> -#> Chain 1 Iteration: 1 / 1000 [ 0%] (Warmup) -#> Chain 1 Iteration: 100 / 1000 [ 10%] (Warmup) -#> Chain 1 Iteration: 200 / 1000 [ 20%] (Warmup) -#> Chain 2 Iteration: 1 / 1000 [ 0%] (Warmup) -#> Chain 2 Iteration: 100 / 1000 [ 10%] (Warmup) -#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) -#> Chain 1 Iteration: 400 / 1000 [ 40%] (Warmup) -#> Chain 1 Iteration: 500 / 1000 [ 50%] (Warmup) -#> Chain 1 Iteration: 501 / 1000 [ 50%] (Sampling) -#> Chain 2 Iteration: 200 / 1000 [ 20%] (Warmup) -#> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) -#> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) -#> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 2 Iteration: 500 / 1000 [ 50%] (Warmup) -#> Chain 2 Iteration: 501 / 1000 [ 50%] (Sampling) -#> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) -#> Chain 2 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 2 Iteration: 700 / 1000 [ 70%] (Sampling) -#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) -#> Chain 2 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 2 Iteration: 900 / 1000 [ 90%] (Sampling) -#> Chain 1 finished in 1.0 seconds. -#> Chain 2 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 2 finished in 1.2 seconds. -#> -#> Both chains finished successfully. -#> Mean chain execution time: 1.1 seconds. -#> Total execution time: 1.3 seconds. -#> +#> Error in lfo_cv(mod2, min_t = 92): object 'mod2' not found lfo_mod3 <- lfo_cv(mod3, min_t = 92) -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> Warning: model has repeated 1-d smooths of same variable. -#> Your model may benefit from using "noncentred = TRUE" -#> Compiling Stan program using cmdstanr -#> -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/RtmpqqsueL/model-19b85d765643.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory -#> Start sampling -#> Running MCMC with 2 parallel chains... 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-#> +#> Error in lfo_cv(mod3, min_t = 92): object 'mod3' not found # Take the difference in forecast ELPDs; a model with higher ELPD is preferred, # so negative values here indicate that mod3 gave better forecasts for a particular @@ -480,8 +208,9 @@

    Examples x = lfo_mod2$eval_timepoints, pch = 16, ylab = 'ELPD_mod2 - ELPD_mod3', xlab = 'Evaluation timepoint') +#> Error in plot(y = lfo_mod2$elpds - lfo_mod3$elpds, x = lfo_mod2$eval_timepoints, pch = 16, ylab = "ELPD_mod2 - ELPD_mod3", xlab = "Evaluation timepoint"): object 'lfo_mod2' not found abline(h = 0, lty = 'dashed') - +#> Error in int_abline(a = a, b = b, h = h, v = v, untf = untf, ...): plot.new has not been called yet # }

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    Note that only nb() and poisson() are available if using JAGS as the backend. -Default is poisson(). +

    Default is poisson(). See mvgam_families for more details

    @@ -252,6 +224,32 @@

    ArgumentsCAR() trends in CAR

    +

    Note however that there are special cases where these identifiers are not needed. For +example, models with hierarchical temporal correlation processes (e.g. AR(gr = region, subgr = species)) +should NOT include a series identifier, as this will be constructed internally (see +mvgam_trends and AR for details). mvgam can also fit models that do not +include a time variable if there are no temporal dynamic structures included (i.e. trend_model = 'None' or +trend_model = ZMVN()). data should also include any other variables to be included in +the linear predictor of formula

    + + +
    newdata
    +

    Optional dataframe or list of test data containing the same variables +as in data. If included, the +observations in variable y will be set to NA when fitting the model so that posterior +simulations can be obtained

    + +
    use_lv

    logical. If TRUE, use dynamic factors to estimate series' latent trends in a reduced dimension format. Only available for @@ -275,96 +273,21 @@

    Argumentsgam)

    -
  • ZMVN or ZMVN() (Zero-Mean Multivariate Normal; only available in Stan)

  • -
  • 'RW' or RW()

  • -
  • 'AR1' or AR(p = 1)

  • -
  • 'AR2' or AR(p = 2)

  • -
  • 'AR3' or AR(p = 3)

  • -
  • 'CAR1' or CAR(p = 1)

  • -
  • 'VAR1' or VAR()(only available in Stan)

  • -
  • 'PWlogistic, 'PWlinear' or PW() (only available in Stan)

  • -
  • 'GP' or GP() (Gaussian Process with squared exponential kernel; -only available in Stan)

  • -

    For all trend types apart from ZMVN(), GP(), CAR() and PW(), moving average and/or correlated -process error terms can also be estimated (for example, RW(cor = TRUE) will set up a -multivariate Random Walk if n_series > 1). It is also possible for many multivariate trends -to estimate hierarchical correlations if the data are structured among levels of -a relevant grouping factor. See mvgam_trends for more details and see ZMVN for an example.

    - - -
    drift
    -

    Deprecated. If you wish to estimate drift parameters, include parametric fixed effects -of 'time' in your formulae instead.

    - - -
    noncentred
    -

    logical Use the non-centred parameterisation for autoregressive -trend models? Setting to TRUE will reparameterise the model to avoid possible -degeneracies that can show up when estimating the latent dynamic random effects. For some -models, this can produce big gains in efficiency, meaning that fewer burnin and sampling -iterations are required for posterior exploration. But for other models, where the data -are highly informative about the latent dynamic processes, this can actually lead to worse -performance. Only available for certain trend models -(i.e. RW(), AR(), or CAR(), or for -trend = 'None' when using a trend_formula). Not yet available for moving average or -correlated error models

    - - -
    chains
    -

    integer specifying the number of parallel chains for the model. Ignored -if algorithm %in% c('meanfield', 'fullrank', 'pathfinder', 'laplace')

    - - -
    burnin
    -

    integer specifying the number of warmup iterations of the Markov chain to run -to tune sampling algorithms. Ignored -if algorithm %in% c('meanfield', 'fullrank', 'pathfinder', 'laplace')

    - - -
    samples
    -

    integer specifying the number of post-warmup iterations of the Markov chain to run for -sampling the posterior distribution

    - - -
    thin
    -

    Thinning interval for monitors. Ignored -if algorithm %in% c('meanfield', 'fullrank', 'pathfinder', 'laplace')

    - - -
    parallel
    -

    logical specifying whether multiple cores should be used for -generating MCMC simulations in parallel. If TRUE, the number of cores to use will be -min(c(chains, parallel::detectCores() - 1))

    - - -
    threads
    -

    integer Experimental option to use multithreading for within-chain -parallelisation in Stan. We recommend its use only if you are experienced with -Stan's reduce_sum function and have a slow running model that cannot be sped -up by any other means. Currently works for all families apart from nmix() and -when using Cmdstan as the backend

    - -
    priors

    An optional data.frame with prior -definitions (in JAGS or Stan syntax) or, preferentially, If using Stan, a vector containing +definitions or, preferentially, a vector containing objects of class brmsprior (see. prior for details). See get_mvgam_priors and Details' for more information on changing default prior distributions

    -
    refit
    -

    Logical indicating whether this is a refit, called using update.mvgam. Users should leave -as FALSE

    +
    run_model
    +

    logical. If FALSE, the model is not fitted but instead the function will +return the model file and the data / initial values that are needed to fit the model outside of mvgam

    -
    lfo
    -

    Logical indicating whether this is part of a call to lfo_cv.mvgam. Returns a -lighter version of the model with no residuals and fewer monitored parameters to speed up -post-processing. But other downstream functions will not work properly, so users should always -leave this set as FALSE

    +
    prior_simulation
    +

    logical. If TRUE, no observations are fed to the model, and instead +simulations from prior distributions are returned

    residuals
    @@ -374,16 +297,18 @@

    Argumentsadd_residuals)

    -
    use_stan
    -

    Logical. If TRUE, the model will be compiled and sampled using -Hamiltonian Monte Carlo with a call to cmdstan_model or -a call to stan. Note that -there are many more options when using Stan vs JAGS

    +
    return_model_data
    +

    logical. If TRUE, the list of data that is needed to fit the +model is returned, along with the initial values for smooth and AR parameters, once the model is fitted. +This will be helpful if users wish to modify the model file to add +other stochastic elements that are not currently available in mvgam. +Default is FALSE to reduce +the size of the returned object, unless run_model == FALSE

    backend

    Character string naming the package to use as the backend for fitting -the Stan model (if use_stan = TRUE). Options are "cmdstanr" (the default) or "rstan". Can be set globally +the Stan model. Options are "cmdstanr" (the default) or "rstan". Can be set globally for the current R session via the "brms.backend" option (see options). Details on the rstan and cmdstanr packages are available at https://mc-stan.org/rstan/ and https://mc-stan.org/cmdstanr/, respectively

    @@ -405,31 +330,49 @@

    Argumentsnmix() and +when using Cmdstan as the backend

    -
    adapt_delta
    -

    positive numeric between 0 and 1 defining the target average proposal acceptance probability -during Stan's adaptation period, if use_stan == TRUE. Default is 0.8. In general you should not need to change adapt_delta -unless you see a warning message about divergent transitions, in which case you can increase adapt_delta from the default -to a value closer to 1 (e.g. from 0.95 to 0.99, or from 0.99 to 0.999, etc). -The step size used by the numerical integrator is a function of adapt_delta in that increasing -adapt_delta will result in a smaller step size and fewer divergences. Increasing adapt_delta will -typically result in a slower sampler, but it will always lead to a more robust sampler

    +
    save_all_pars
    +

    Logical flag to indicate if draws from all +variables defined in Stan's parameters block should be saved +(default is FALSE).

    silent
    @@ -440,9 +383,21 @@

    Argumentsupdate.mvgam. Users should leave +as FALSE

    + + +
    lfo
    +

    Logical indicating whether this is part of a call to lfo_cv.mvgam. Returns a +lighter version of the model with no residuals and fewer monitored parameters to speed up +post-processing. But other downstream functions will not work properly, so users should always +leave this set as FALSE

    ...
    @@ -495,12 +450,8 @@

    Detailsmvgam by setting run_model = FALSE and this is encouraged for complex modelling tasks. Note, no priors are -formally checked to ensure they are in the right syntax for the respective -probabilistic modelling framework, so it is -up to the user to ensure these are correct (i.e. use dnorm for normal -densities in JAGS, with the mean and precision -parameterisation; but use normal for normal densities in Stan, with the mean -and standard deviation parameterisation) +formally checked to ensure they are in the right syntax so it is +up to the user to ensure these are correct

    Random effects: For any smooth terms using the random effect basis (
    smooth.construct.re.smooth.spec), a non-centred parameterisation is automatically employed to avoid degeneracies that are common in hierarchical models. Note however that centred versions may perform better for series that are particularly informative, so as with any @@ -512,12 +463,6 @@

    Detailsphi for nb() or sigma for gaussian()) are by default estimated independently for each series. But if you wish for the series to share the same observation parameters, set share_obs_params = TRUE -

    Factor regularisation: When using a dynamic factor model for the trends with JAGS factor precisions are given -regularized penalty priors to theoretically allow some factors to be dropped from the model by squeezing increasing -factors' variances to zero. This is done to help protect against selecting too many latent factors than are needed to -capture dependencies in the data, so it can often be advantageous to set n_lv to a slightly larger number. However -larger numbers of factors do come with additional computational costs so these should be balanced as well. When using -Stan, all factors are parameterised with fixed variance parameters

    Residuals: For each series, randomized quantile (i.e. Dunn-Smyth) residuals are calculated for inspecting model diagnostics If the fitted model is appropriate then Dunn-Smyth residuals will be standard normal in distribution and no autocorrelation will be evident. When a particular observation is missing, the residual is calculated by comparing independent @@ -604,7 +549,6 @@

    Examples trend_model = AR(), family = poisson(), noncentred = TRUE, - use_stan = TRUE, run_model = FALSE) # View the model code in Stan language @@ -739,19 +683,6 @@

    Examples chains = 2) #> Compiling Stan program using cmdstanr #> -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/Rtmp0U8hqj/model-20b03ff170e8.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory #> Start sampling #> Running MCMC with 2 parallel chains... #> @@ -760,38 +691,38 @@

    Examples#> Chain 1 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 2 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 1 Iteration: 200 / 1000 [ 20%] (Warmup) -#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 2 Iteration: 200 / 1000 [ 20%] (Warmup) +#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) +#> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 1 Iteration: 400 / 1000 [ 40%] (Warmup) +#> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 1 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 1 Iteration: 501 / 1000 [ 50%] (Sampling) -#> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) -#> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 2 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 2 Iteration: 501 / 1000 [ 50%] (Sampling) -#> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) +#> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) #> Chain 2 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) +#> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) #> Chain 2 Iteration: 700 / 1000 [ 70%] (Sampling) -#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) +#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) #> Chain 2 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) +#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) #> Chain 2 Iteration: 900 / 1000 [ 90%] (Sampling) +#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) #> Chain 2 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 1 finished in 0.9 seconds. -#> Chain 2 finished in 1.0 seconds. +#> Chain 1 finished in 2.0 seconds. +#> Chain 2 finished in 1.9 seconds. #> #> Both chains finished successfully. -#> Mean chain execution time: 0.9 seconds. -#> Total execution time: 1.1 seconds. +#> Mean chain execution time: 1.9 seconds. +#> Total execution time: 2.3 seconds. #> # Extract the model summary summary(mod1) #> GAM formula: #> y ~ s(season, bs = "cc", k = 6) -#> <environment: 0x00000246410de130> +#> <environment: 0x0000024dbc4b7260> #> #> Family: #> poisson @@ -817,26 +748,26 @@

    Examples#> #> GAM coefficient (beta) estimates: #> 2.5% 50% 97.5% Rhat n_eff -#> (Intercept) 1.900 2.00 2.10 1 555 -#> s(season).1 0.086 0.31 0.52 1 631 -#> s(season).2 0.600 0.82 1.10 1 637 -#> s(season).3 -0.049 0.18 0.40 1 797 -#> s(season).4 -0.680 -0.42 -0.19 1 714 +#> (Intercept) 1.900 2.00 2.10 1.01 700 +#> s(season).1 0.073 0.31 0.54 1.00 812 +#> s(season).2 0.600 0.82 1.10 1.00 657 +#> s(season).3 -0.067 0.18 0.41 1.00 808 +#> s(season).4 -0.680 -0.42 -0.20 1.00 679 #> #> Approximate significance of GAM smooths: #> edf Ref.df Chi.sq p-value -#> s(season) 3.52 4 39 <2e-16 *** +#> s(season) 3.65 4 37.2 <2e-16 *** #> --- #> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 #> #> Latent trend parameter AR estimates: #> 2.5% 50% 97.5% Rhat n_eff -#> ar1[1] 0.32 0.73 0.990 1.01 289 -#> ar1[2] -0.93 -0.41 0.018 1.02 228 -#> ar1[3] 0.24 0.67 0.980 1.00 254 -#> sigma[1] 0.42 0.56 0.740 1.00 324 -#> sigma[2] 0.35 0.49 0.680 1.01 334 -#> sigma[3] 0.39 0.52 0.700 1.00 318 +#> ar1[1] 0.27 0.72 0.990 1.00 323 +#> ar1[2] -0.95 -0.43 0.013 1.00 222 +#> ar1[3] 0.23 0.69 0.980 1.01 313 +#> sigma[1] 0.42 0.57 0.770 1.00 482 +#> sigma[2] 0.34 0.49 0.670 1.00 339 +#> sigma[3] 0.38 0.51 0.710 1.00 468 #> #> Stan MCMC diagnostics: #> n_eff / iter looks reasonable for all parameters @@ -845,7 +776,7 @@

    Examples#> 0 of 1000 iterations saturated the maximum tree depth of 10 (0%) #> E-FMI indicated no pathological behavior #> -#> Samples were drawn using NUTS(diag_e) at Fri Nov 15 10:09:07 AM 2024. +#> Samples were drawn using NUTS(diag_e) at Mon Nov 18 10:32:33 AM 2024. #> For each parameter, n_eff is a crude measure of effective sample size, #> and Rhat is the potential scale reduction factor on split MCMC chains #> (at convergence, Rhat = 1) @@ -861,7 +792,7 @@

    Examples resids <- residuals(mod1) str(resids) -#> num [1:180, 1:4] -0.178 NaN -0.118 0.279 -0.823 ... +#> num [1:180, 1:4] -0.153 NaN -0.14 0.259 -0.824 ... #> - attr(*, "dimnames")=List of 2 #> ..$ : NULL #> ..$ : chr [1:4] "Estimate" "Est.Error" "Q2.5" "Q97.5" @@ -871,7 +802,7 @@

    Examplesstr(fc) #> List of 16 #> $ call :Class 'formula' language y ~ s(season, bs = "cc", k = 6) -#> .. ..- attr(*, ".Environment")=<environment: 0x00000246410de130> +#> .. ..- attr(*, ".Environment")=<environment: 0x0000024dbc4b7260> #> $ trend_call : NULL #> $ family : chr "poisson" #> $ family_pars : NULL @@ -900,26 +831,26 @@

    Examples#> ..$ series_3: int [1:20] 6 8 5 5 19 14 1 1 7 0 ... #> $ test_times : int [1:20] 61 62 63 64 65 66 67 68 69 70 ... #> $ hindcasts :List of 3 -#> ..$ series_1: num [1:1000, 1:60] 4 0 1 3 0 3 4 4 3 4 ... +#> ..$ series_1: num [1:1000, 1:60] 9 3 3 4 3 0 1 3 5 1 ... #> .. ..- attr(*, "dimnames")=List of 2 #> .. .. ..$ : NULL #> .. .. ..$ : chr [1:60] "ypred[1,1]" "ypred[2,1]" "ypred[3,1]" "ypred[4,1]" ... -#> ..$ series_2: num [1:1000, 1:60] 10 5 2 0 4 20 5 8 3 7 ... +#> ..$ series_2: num [1:1000, 1:60] 8 8 8 5 7 2 7 4 14 15 ... #> .. ..- attr(*, "dimnames")=List of 2 #> .. .. ..$ : NULL #> .. .. ..$ : chr [1:60] "ypred[1,2]" "ypred[2,2]" "ypred[3,2]" "ypred[4,2]" ... -#> ..$ series_3: num [1:1000, 1:60] 6 5 4 2 3 6 6 7 6 8 ... +#> ..$ series_3: num [1:1000, 1:60] 8 7 2 7 2 6 4 8 2 3 ... #> .. ..- attr(*, "dimnames")=List of 2 #> .. .. ..$ : NULL #> .. .. ..$ : chr [1:60] "ypred[1,3]" "ypred[2,3]" "ypred[3,3]" "ypred[4,3]" ... #> $ forecasts :List of 3 -#> ..$ series_1: int [1:1000, 1:20] 4 8 0 3 10 3 1 5 2 9 ... -#> ..$ series_2: int [1:1000, 1:20] 2 5 5 0 4 1 7 5 9 13 ... -#> ..$ series_3: int [1:1000, 1:20] 7 3 6 10 3 6 6 3 4 11 ... +#> ..$ series_1: int [1:1000, 1:20] 3 13 8 5 1 6 0 3 4 1 ... +#> ..$ series_2: int [1:1000, 1:20] 12 21 6 2 6 1 3 10 4 1 ... +#> ..$ series_3: int [1:1000, 1:20] 16 2 10 10 6 15 6 10 14 11 ... #> - attr(*, "class")= chr "mvgam_forecast" plot(fc) #> Out of sample DRPS: -#> 57.561702 +#> 57.380029 # Plot the estimated seasonal smooth function @@ -957,19 +888,19 @@

    Examplesbeta_draws_df <- as.data.frame(mod1, variable = 'betas') head(beta_draws_df) #> (Intercept) s(season).1 s(season).2 s(season).3 s(season).4 -#> 1 1.93652 0.335460 0.781389 -0.0251807 -0.423511 -#> 2 2.02126 0.389714 0.795744 0.1534600 -0.584915 -#> 3 1.98538 0.232350 0.944969 0.1425350 -0.444939 -#> 4 1.89741 0.300367 0.785340 0.2458830 -0.414404 -#> 5 1.99933 0.352974 0.763884 0.1705710 -0.261901 -#> 6 1.99175 0.229309 0.742755 0.1530400 -0.495284 +#> 1 1.97964 0.413653 0.554764 0.0807428 -0.315228 +#> 2 2.10693 0.248991 0.697108 0.3061830 -0.319406 +#> 3 2.00565 0.320152 0.618197 0.1136640 -0.277634 +#> 4 2.00294 0.264006 0.717158 0.3905300 -0.310346 +#> 5 1.92716 0.326294 0.817396 0.1930310 -0.251881 +#> 6 1.95209 0.312626 0.835127 0.1844960 -0.216079 str(beta_draws_df) #> 'data.frame': 1000 obs. of 5 variables: -#> $ (Intercept): num 1.94 2.02 1.99 1.9 2 ... -#> $ s(season).1: num 0.335 0.39 0.232 0.3 0.353 ... -#> $ s(season).2: num 0.781 0.796 0.945 0.785 0.764 ... -#> $ s(season).3: num -0.0252 0.1535 0.1425 0.2459 0.1706 ... -#> $ s(season).4: num -0.424 -0.585 -0.445 -0.414 -0.262 ... +#> $ (Intercept): num 1.98 2.11 2.01 2 1.93 ... +#> $ s(season).1: num 0.414 0.249 0.32 0.264 0.326 ... +#> $ s(season).2: num 0.555 0.697 0.618 0.717 0.817 ... +#> $ s(season).3: num 0.0807 0.3062 0.1137 0.3905 0.193 ... +#> $ s(season).4: num -0.315 -0.319 -0.278 -0.31 -0.252 ... # Investigate model fit mc.cores.def <- getOption('mc.cores') @@ -980,18 +911,18 @@

    Examples#> Computed from 1000 by 164 log-likelihood matrix. #> #> Estimate SE -#> elpd_loo -458.4 9.2 -#> p_loo 88.8 5.2 -#> looic 916.9 18.5 +#> elpd_loo -455.4 8.3 +#> p_loo 85.3 4.3 +#> looic 910.8 16.6 #> ------ #> MCSE of elpd_loo is NA. -#> MCSE and ESS estimates assume MCMC draws (r_eff in [0.3, 1.8]). +#> MCSE and ESS estimates assume MCMC draws (r_eff in [0.4, 2.0]). #> #> Pareto k diagnostic values: #> Count Pct. Min. ESS -#> (-Inf, 0.67] (good) 77 47.0% 78 -#> (0.67, 1] (bad) 77 47.0% <NA> -#> (1, Inf) (very bad) 10 6.1% <NA> +#> (-Inf, 0.67] (good) 81 49.4% 84 +#> (0.67, 1] (bad) 75 45.7% <NA> +#> (1, Inf) (very bad) 8 4.9% <NA> #> See help('pareto-k-diagnostic') for details. options(mc.cores = mc.cores.def) @@ -1015,52 +946,39 @@

    Examples chains = 2) #> Compiling Stan program using cmdstanr #> -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/Rtmp0U8hqj/model-20b0192b6bd2.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory #> Start sampling #> Running MCMC with 2 parallel chains... #> #> Chain 1 Iteration: 1 / 1000 [ 0%] (Warmup) -#> Chain 1 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 2 Iteration: 1 / 1000 [ 0%] (Warmup) +#> Chain 1 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 1 Iteration: 200 / 1000 [ 20%] (Warmup) #> Chain 2 Iteration: 100 / 1000 [ 10%] (Warmup) -#> Chain 2 Iteration: 200 / 1000 [ 20%] (Warmup) #> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) -#> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) +#> Chain 2 Iteration: 200 / 1000 [ 20%] (Warmup) #> Chain 1 Iteration: 400 / 1000 [ 40%] (Warmup) -#> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) +#> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 1 Iteration: 500 / 1000 [ 50%] (Warmup) +#> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 1 Iteration: 501 / 1000 [ 50%] (Sampling) #> Chain 2 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 2 Iteration: 501 / 1000 [ 50%] (Sampling) #> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) #> Chain 2 Iteration: 600 / 1000 [ 60%] (Sampling) #> Chain 2 Iteration: 700 / 1000 [ 70%] (Sampling) -#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) +#> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) #> Chain 2 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) #> Chain 2 Iteration: 900 / 1000 [ 90%] (Sampling) -#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 1 finished in 1.4 seconds. +#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) #> Chain 2 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 2 finished in 1.4 seconds. +#> Chain 2 finished in 2.8 seconds. +#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) +#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) +#> Chain 1 finished in 3.7 seconds. #> #> Both chains finished successfully. -#> Mean chain execution time: 1.4 seconds. -#> Total execution time: 1.6 seconds. +#> Mean chain execution time: 3.2 seconds. +#> Total execution time: 3.9 seconds. #> # The mapping matrix is now supplied as data to the model in the 'Z' element @@ -1124,7 +1042,7 @@

    Examples#> } #> model { #> // prior for (Intercept)... -#> b_raw[1] ~ student_t(3, -2.3, 2.5); +#> b_raw[1] ~ student_t(3, 0, 2.5); #> #> // prior for s(season)... #> b_raw[2 : 5] ~ multi_normal_prec(zero[2 : 5], S1[1 : 4, 1 : 4] * lambda[1]); @@ -1213,24 +1131,8 @@

    Examples data = data_train, newdata = data_test, chains = 2) -#> Warning: gp effects in mvgam cannot yet handle autogrouping -#> resetting all instances of 'gr = TRUE' to 'gr = FALSE' -#> This warning is displayed once per session. #> Compiling Stan program using cmdstanr #> -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/Rtmp0U8hqj/model-20b0744353df.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory #> Start sampling #> Running MCMC with 2 parallel chains... #> @@ -1238,39 +1140,39 @@

    Examples#> Chain 2 Iteration: 1 / 1000 [ 0%] (Warmup) #> Chain 1 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 1 Iteration: 200 / 1000 [ 20%] (Warmup) -#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 2 Iteration: 100 / 1000 [ 10%] (Warmup) +#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 2 Iteration: 200 / 1000 [ 20%] (Warmup) #> Chain 1 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 1 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 1 Iteration: 501 / 1000 [ 50%] (Sampling) #> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) +#> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) #> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 2 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 2 Iteration: 501 / 1000 [ 50%] (Sampling) -#> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 2 Iteration: 600 / 1000 [ 60%] (Sampling) #> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) +#> Chain 2 Iteration: 600 / 1000 [ 60%] (Sampling) #> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) #> Chain 2 Iteration: 700 / 1000 [ 70%] (Sampling) #> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) #> Chain 2 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 2 Iteration: 900 / 1000 [ 90%] (Sampling) #> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) +#> Chain 2 Iteration: 900 / 1000 [ 90%] (Sampling) +#> Chain 1 finished in 1.3 seconds. #> Chain 2 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 1 finished in 0.7 seconds. -#> Chain 2 finished in 0.7 seconds. +#> Chain 2 finished in 1.3 seconds. #> #> Both chains finished successfully. -#> Mean chain execution time: 0.7 seconds. -#> Total execution time: 0.9 seconds. +#> Mean chain execution time: 1.3 seconds. +#> Total execution time: 1.7 seconds. #> # Inspect the model summary, forecast and time-varying coefficient distribution summary(mod) #> GAM formula: #> out ~ gp(time, by = temp, c = 5/4, k = 40, scale = FALSE) -#> <environment: 0x00000246410de130> +#> <environment: 0x0000024dbc4b7260> #> #> Family: #> gaussian @@ -1295,66 +1197,66 @@

    Examples#> #> Observation error parameter estimates: #> 2.5% 50% 97.5% Rhat n_eff -#> sigma_obs[1] 0.44 0.49 0.55 1 1810 +#> sigma_obs[1] 0.44 0.49 0.55 1 1879 #> #> GAM coefficient (beta) estimates: -#> 2.5% 50% 97.5% Rhat n_eff -#> (Intercept) 4.000 4.0e+00 4.100 1.00 1293 -#> gp(time):temp.1 0.089 3.1e+00 7.100 1.00 710 -#> gp(time):temp.2 -3.700 1.6e+00 7.100 1.00 535 -#> gp(time):temp.3 -6.900 -1.5e+00 3.500 1.00 879 -#> gp(time):temp.4 -6.100 -1.5e+00 2.700 1.00 477 -#> gp(time):temp.5 -3.800 2.1e-01 4.300 1.00 899 -#> gp(time):temp.6 -3.000 4.9e-01 4.100 1.00 710 -#> gp(time):temp.7 -3.700 -1.9e-01 3.400 1.00 353 -#> gp(time):temp.8 -3.100 -1.8e-02 2.300 1.00 1068 -#> gp(time):temp.9 -1.700 4.8e-01 3.400 1.00 432 -#> gp(time):temp.10 -2.400 -4.7e-03 2.400 1.00 699 -#> gp(time):temp.11 -2.500 -3.1e-01 0.820 1.00 712 -#> gp(time):temp.12 -1.200 4.0e-02 2.000 1.00 882 -#> gp(time):temp.13 -0.890 6.6e-02 2.000 1.00 777 -#> gp(time):temp.14 -1.500 -7.0e-03 1.100 1.00 1288 -#> gp(time):temp.15 -1.400 -5.0e-04 0.920 1.00 1238 -#> gp(time):temp.16 -0.710 1.3e-05 1.300 1.00 1092 -#> gp(time):temp.17 -0.710 2.3e-05 0.980 1.00 1305 -#> gp(time):temp.18 -0.940 -1.9e-11 0.790 1.00 1080 -#> gp(time):temp.19 -0.760 -1.4e-10 0.670 1.00 1266 -#> gp(time):temp.20 -0.910 -3.7e-09 0.460 1.00 976 -#> gp(time):temp.21 -0.490 -1.0e-14 0.660 1.00 1346 -#> gp(time):temp.22 -0.260 9.3e-08 0.820 1.00 1068 -#> gp(time):temp.23 -0.600 -7.3e-20 0.390 1.00 1091 -#> gp(time):temp.24 -0.540 -1.1e-08 0.190 1.01 722 -#> gp(time):temp.25 -0.200 8.3e-19 0.480 1.00 1042 -#> gp(time):temp.26 -0.240 1.2e-42 0.400 1.00 1194 -#> gp(time):temp.27 -0.430 -1.5e-18 0.130 1.00 900 -#> gp(time):temp.28 -0.230 -3.0e-56 0.250 1.00 1346 -#> gp(time):temp.29 -0.110 5.1e-24 0.430 1.00 973 -#> gp(time):temp.30 -0.250 -6.4e-35 0.160 1.00 1348 -#> gp(time):temp.31 -0.310 -1.8e-40 0.091 1.00 1028 -#> gp(time):temp.32 -0.140 -9.4e-74 0.130 1.01 827 -#> gp(time):temp.33 -0.063 3.0e-87 0.200 1.00 1123 -#> gp(time):temp.34 -0.160 -9.0e-49 0.068 1.00 1029 -#> gp(time):temp.35 -0.060 2.3e-42 0.120 1.00 1154 -#> gp(time):temp.36 -0.080 -9.4e-64 0.076 1.00 1226 -#> gp(time):temp.37 -0.076 -1.9e-41 0.075 1.00 1410 -#> gp(time):temp.38 -0.110 -4.3e-43 0.034 1.00 1029 -#> gp(time):temp.39 -0.041 2.1e-116 0.052 1.00 1174 -#> gp(time):temp.40 -0.016 3.7e-52 0.058 1.00 871 +#> 2.5% 50% 97.5% Rhat n_eff +#> (Intercept) 4.000 4.0e+00 4.100 1.00 2559 +#> gp(time):temp.1 0.380 3.1e+00 6.400 1.00 1090 +#> gp(time):temp.2 -3.100 1.6e+00 6.800 1.00 948 +#> gp(time):temp.3 -5.700 -1.3e+00 3.500 1.00 1072 +#> gp(time):temp.4 -5.600 -1.5e+00 2.500 1.00 1183 +#> gp(time):temp.5 -3.700 1.7e-01 3.500 1.00 1228 +#> gp(time):temp.6 -2.300 6.0e-01 4.400 1.00 1211 +#> gp(time):temp.7 -3.300 -2.7e-01 2.700 1.00 1416 +#> gp(time):temp.8 -2.600 -1.3e-02 2.500 1.00 1391 +#> gp(time):temp.9 -1.400 4.5e-01 3.400 1.00 990 +#> gp(time):temp.10 -2.400 -1.4e-02 2.200 1.00 1310 +#> gp(time):temp.11 -2.700 -3.3e-01 1.100 1.00 1218 +#> gp(time):temp.12 -1.400 5.4e-02 2.000 1.00 1154 +#> gp(time):temp.13 -0.990 1.0e-01 2.100 1.00 815 +#> gp(time):temp.14 -1.700 -5.6e-03 1.100 1.00 1094 +#> gp(time):temp.15 -1.400 -7.2e-03 1.100 1.00 1073 +#> gp(time):temp.16 -0.940 6.9e-05 1.200 1.00 1071 +#> gp(time):temp.17 -0.870 4.3e-09 1.200 1.00 912 +#> gp(time):temp.18 -1.000 -1.7e-19 1.000 1.00 987 +#> gp(time):temp.19 -1.000 -3.3e-13 0.740 1.00 1411 +#> gp(time):temp.20 -0.880 -3.1e-07 0.580 1.00 1158 +#> gp(time):temp.21 -0.660 4.3e-18 0.670 1.00 1237 +#> gp(time):temp.22 -0.280 4.4e-06 0.930 1.01 949 +#> gp(time):temp.23 -0.720 -6.5e-16 0.380 1.00 1653 +#> gp(time):temp.24 -0.760 -6.3e-10 0.220 1.00 559 +#> gp(time):temp.25 -0.300 5.5e-26 0.560 1.00 1198 +#> gp(time):temp.26 -0.270 3.1e-20 0.450 1.00 1242 +#> gp(time):temp.27 -0.600 -4.0e-21 0.210 1.00 1101 +#> gp(time):temp.28 -0.350 -2.3e-36 0.280 1.00 1191 +#> gp(time):temp.29 -0.110 2.2e-25 0.460 1.00 681 +#> gp(time):temp.30 -0.260 -6.4e-57 0.220 1.00 1228 +#> gp(time):temp.31 -0.460 -1.2e-40 0.120 1.00 997 +#> gp(time):temp.32 -0.190 4.2e-51 0.270 1.00 876 +#> gp(time):temp.33 -0.120 1.5e-38 0.250 1.00 1287 +#> gp(time):temp.34 -0.150 -3.9e-60 0.140 1.00 1146 +#> gp(time):temp.35 -0.120 -1.8e-59 0.110 1.00 774 +#> gp(time):temp.36 -0.094 -7.0e-80 0.140 1.00 1139 +#> gp(time):temp.37 -0.052 -1.8e-63 0.110 1.00 646 +#> gp(time):temp.38 -0.095 -6.8e-81 0.054 1.00 888 +#> gp(time):temp.39 -0.075 -1.7e-88 0.059 1.00 711 +#> gp(time):temp.40 -0.039 1.8e-65 0.110 1.00 2892 #> #> GAM gp term marginal deviation (alpha) and length scale (rho) estimates: #> 2.5% 50% 97.5% Rhat n_eff -#> alpha_gp(time):temp 0.17 0.34 0.83 1 273 -#> rho_gp(time):temp 12.00 32.00 100.00 1 305 +#> alpha_gp(time):temp 0.16 0.34 0.69 1.00 580 +#> rho_gp(time):temp 11.00 31.00 100.00 1.02 127 #> #> Stan MCMC diagnostics: #> n_eff / iter looks reasonable for all parameters #> Rhat looks reasonable for all parameters -#> 33 of 1000 iterations ended with a divergence (3.3%) +#> 41 of 1000 iterations ended with a divergence (4.1%) #> *Try running with larger adapt_delta to remove the divergences #> 0 of 1000 iterations saturated the maximum tree depth of 10 (0%) #> E-FMI indicated no pathological behavior #> -#> Samples were drawn using NUTS(diag_e) at Fri Nov 15 10:10:13 AM 2024. +#> Samples were drawn using NUTS(diag_e) at Mon Nov 18 10:34:18 AM 2024. #> For each parameter, n_eff is a crude measure of effective sample size, #> and Rhat is the potential scale reduction factor on split MCMC chains #> (at convergence, Rhat = 1) @@ -1363,7 +1265,7 @@

    Examplesfc <- forecast(mod, newdata = data_test) plot(fc) #> Out of sample CRPS: -#> 6.31126950637918 +#> 6.41565320625866 # Propagating the smooth term shows how the coefficient is expected to evolve @@ -1393,19 +1295,6 @@

    Examples chains = 2) #> Compiling Stan program using cmdstanr #> -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/Rtmp0U8hqj/model-20b06c442a55.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory #> Start sampling #> Running MCMC with 2 parallel chains... #> @@ -1413,32 +1302,32 @@

    Examples#> Chain 2 Iteration: 1 / 1000 [ 0%] (Warmup) #> Chain 1 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 2 Iteration: 100 / 1000 [ 10%] (Warmup) -#> Chain 1 Iteration: 200 / 1000 [ 20%] (Warmup) #> Chain 2 Iteration: 200 / 1000 [ 20%] (Warmup) -#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) +#> Chain 1 Iteration: 200 / 1000 [ 20%] (Warmup) #> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) -#> Chain 1 Iteration: 400 / 1000 [ 40%] (Warmup) +#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) -#> Chain 1 Iteration: 500 / 1000 [ 50%] (Warmup) -#> Chain 1 Iteration: 501 / 1000 [ 50%] (Sampling) +#> Chain 1 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 2 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 2 Iteration: 501 / 1000 [ 50%] (Sampling) -#> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) +#> Chain 1 Iteration: 500 / 1000 [ 50%] (Warmup) +#> Chain 1 Iteration: 501 / 1000 [ 50%] (Sampling) #> Chain 2 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) +#> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) #> Chain 2 Iteration: 700 / 1000 [ 70%] (Sampling) -#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) +#> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) #> Chain 2 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 1 finished in 3.6 seconds. +#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) #> Chain 2 Iteration: 900 / 1000 [ 90%] (Sampling) +#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) #> Chain 2 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 2 finished in 4.0 seconds. +#> Chain 2 finished in 12.3 seconds. +#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) +#> Chain 1 finished in 13.6 seconds. #> #> Both chains finished successfully. -#> Mean chain execution time: 3.8 seconds. -#> Total execution time: 4.2 seconds. +#> Mean chain execution time: 12.9 seconds. +#> Total execution time: 13.8 seconds. #> # Inspect the model file to see the modification to the linear predictor @@ -1540,10 +1429,10 @@

    Exampleslayout(matrix(1:2, ncol = 2)) plot(fc, series = 1, ylim = c(0, 75)) #> Out of sample DRPS: -#> 26.747011 +#> 26.749404 plot(fc, series = 2, ylim = c(0, 75)) #> Out of sample DRPS: -#> 101.610568 +#> 101.807653 layout(1) @@ -1553,7 +1442,7 @@

    Examplesfc <- forecast(mod, newdata = dat$data_test) plot(fc) #> Out of sample DRPS: -#> 41.417288 +#> 41.465009 # Relative Risks can be computed by fixing the offset to the same value @@ -1615,19 +1504,6 @@

    Examples#> This warning is displayed once per session. #> Compiling Stan program using cmdstanr #> -#> In file included from stan/lib/stan_math/stan/math/prim/prob/von_mises_lccdf.hpp:5, -#> from stan/lib/stan_math/stan/math/prim/prob/von_mises_ccdf_log.hpp:4, -#> from stan/lib/stan_math/stan/math/prim/prob.hpp:359, -#> from stan/lib/stan_math/stan/math/prim.hpp:16, -#> from stan/lib/stan_math/stan/math/rev.hpp:16, -#> from stan/lib/stan_math/stan/math.hpp:19, -#> from stan/src/stan/model/model_header.hpp:4, -#> from C:/Users/uqnclar2/AppData/Local/Temp/Rtmp0U8hqj/model-20b02cf01a2b.hpp:2: -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp: In function 'stan::return_type_t<T_x, T_sigma, T_l> stan::math::von_mises_cdf(const T_x&, const T_mu&, const T_k&)': -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: '-Wmisleading-indentation' is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers -#> 194 | if (cdf_n < 0.0) -#> | -#> stan/lib/stan_math/stan/math/prim/prob/von_mises_cdf.hpp:194: note: adding '-flarge-source-files' will allow for more column-tracking support, at the expense of compilation time and memory #> Start sampling #> Running MCMC with 2 parallel chains... #> @@ -1636,36 +1512,36 @@

    Examples#> Chain 1 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 2 Iteration: 100 / 1000 [ 10%] (Warmup) #> Chain 1 Iteration: 200 / 1000 [ 20%] (Warmup) -#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 2 Iteration: 200 / 1000 [ 20%] (Warmup) +#> Chain 1 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 2 Iteration: 300 / 1000 [ 30%] (Warmup) #> Chain 1 Iteration: 400 / 1000 [ 40%] (Warmup) +#> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 1 Iteration: 500 / 1000 [ 50%] (Warmup) +#> Chain 2 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 1 Iteration: 501 / 1000 [ 50%] (Sampling) -#> Chain 2 Iteration: 400 / 1000 [ 40%] (Warmup) #> Chain 1 Iteration: 600 / 1000 [ 60%] (Sampling) -#> Chain 2 Iteration: 500 / 1000 [ 50%] (Warmup) #> Chain 2 Iteration: 501 / 1000 [ 50%] (Sampling) #> Chain 2 Iteration: 600 / 1000 [ 60%] (Sampling) #> Chain 1 Iteration: 700 / 1000 [ 70%] (Sampling) -#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) #> Chain 2 Iteration: 700 / 1000 [ 70%] (Sampling) -#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) +#> Chain 1 Iteration: 800 / 1000 [ 80%] (Sampling) #> Chain 2 Iteration: 800 / 1000 [ 80%] (Sampling) -#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) +#> Chain 1 Iteration: 900 / 1000 [ 90%] (Sampling) #> Chain 2 Iteration: 900 / 1000 [ 90%] (Sampling) -#> Chain 1 finished in 0.9 seconds. +#> Chain 1 Iteration: 1000 / 1000 [100%] (Sampling) +#> Chain 1 finished in 2.7 seconds. #> Chain 2 Iteration: 1000 / 1000 [100%] (Sampling) -#> Chain 2 finished in 1.0 seconds. +#> Chain 2 finished in 2.7 seconds. #> #> Both chains finished successfully. -#> Mean chain execution time: 1.0 seconds. -#> Total execution time: 1.2 seconds. +#> Mean chain execution time: 2.7 seconds. +#> Total execution time: 3.1 seconds. #> summary(mod) #> GAM formula: #> cbind(y, ntrials) ~ series + s(x, by = series) -#> <environment: 0x00000246410de130> +#> <environment: 0x0000024dbc4b7260> #> #> Family: #> binomial @@ -1690,44 +1566,42 @@

    Examples#> #> GAM coefficient (beta) estimates: #> 2.5% 50% 97.5% Rhat n_eff -#> (Intercept) -0.540 -0.41000 -0.260 1.00 679 -#> seriesseries2 0.007 0.19000 0.370 1.00 725 -#> s(x):seriesseries1.1 -0.160 0.04300 0.800 1.06 36 -#> s(x):seriesseries1.2 -0.540 -0.01500 0.480 1.00 136 -#> s(x):seriesseries1.3 -0.430 -0.00990 0.086 1.05 42 -#> s(x):seriesseries1.4 -0.220 -0.00910 0.290 1.00 122 -#> s(x):seriesseries1.5 -0.150 0.00330 0.100 1.00 126 -#> s(x):seriesseries1.6 -0.270 0.01100 0.210 1.00 123 -#> s(x):seriesseries1.7 -0.098 -0.00370 0.110 1.00 128 -#> s(x):seriesseries1.8 -1.300 -0.08100 1.100 1.00 144 -#> s(x):seriesseries1.9 0.034 1.10000 1.400 1.06 36 -#> s(x):seriesseries2.1 -0.320 -0.03100 0.140 1.00 209 -#> s(x):seriesseries2.2 -0.230 0.01100 0.270 1.00 201 -#> s(x):seriesseries2.3 -0.083 0.00850 0.130 1.00 379 -#> s(x):seriesseries2.4 -0.110 0.00150 0.140 1.00 234 -#> s(x):seriesseries2.5 -0.062 0.00180 0.063 1.00 339 -#> s(x):seriesseries2.6 -0.120 -0.00034 0.110 1.00 262 -#> s(x):seriesseries2.7 -0.045 -0.00015 0.053 1.00 273 -#> s(x):seriesseries2.8 -0.550 0.00500 0.690 1.00 228 -#> s(x):seriesseries2.9 -1.000 -0.77000 -0.390 1.00 197 +#> (Intercept) -0.610 -0.48000 -0.350 1.00 693 +#> seriesseries2 0.110 0.28000 0.460 1.00 835 +#> s(x):seriesseries1.1 -0.270 -0.01500 0.120 1.01 305 +#> s(x):seriesseries1.2 -0.170 0.00300 0.180 1.00 481 +#> s(x):seriesseries1.3 -0.083 -0.00340 0.055 1.01 323 +#> s(x):seriesseries1.4 -0.120 -0.00017 0.100 1.00 414 +#> s(x):seriesseries1.5 -0.046 -0.00130 0.031 1.00 881 +#> s(x):seriesseries1.6 -0.074 -0.00030 0.087 1.00 418 +#> s(x):seriesseries1.7 -0.030 -0.00075 0.027 1.00 638 +#> s(x):seriesseries1.8 -0.590 -0.00230 0.460 1.00 392 +#> s(x):seriesseries1.9 0.490 0.88000 1.100 1.01 308 +#> s(x):seriesseries2.1 -0.150 0.00460 0.160 1.00 662 +#> s(x):seriesseries2.2 -0.160 0.00490 0.190 1.00 364 +#> s(x):seriesseries2.3 -0.046 0.00330 0.062 1.00 505 +#> s(x):seriesseries2.4 -0.100 0.00690 0.120 1.01 312 +#> s(x):seriesseries2.5 -0.030 0.00190 0.040 1.00 786 +#> s(x):seriesseries2.6 -0.099 -0.00620 0.069 1.00 358 +#> s(x):seriesseries2.7 -0.024 -0.00047 0.023 1.00 624 +#> s(x):seriesseries2.8 -0.440 0.04900 0.620 1.00 336 +#> s(x):seriesseries2.9 -0.990 -0.74000 -0.470 1.00 679 #> #> Approximate significance of GAM smooths: #> edf Ref.df Chi.sq p-value -#> s(x):seriesseries1 2.04 9 88.8 <2e-16 *** -#> s(x):seriesseries2 1.17 9 34.3 2e-04 *** +#> s(x):seriesseries1 1.07 9 43.7 5.8e-05 *** +#> s(x):seriesseries2 2.25 9 29.2 < 2e-16 *** #> --- #> Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 #> #> Stan MCMC diagnostics: #> n_eff / iter looks reasonable for all parameters -#> Rhats above 1.05 found for 3 parameters -#> *Diagnose further to investigate why the chains have not mixed -#> 1 of 1000 iterations ended with a divergence (0.1%) -#> *Try running with larger adapt_delta to remove the divergences +#> Rhat looks reasonable for all parameters +#> 0 of 1000 iterations ended with a divergence (0%) #> 0 of 1000 iterations saturated the maximum tree depth of 10 (0%) #> E-FMI indicated no pathological behavior #> -#> Samples were drawn using NUTS(diag_e) at Fri Nov 15 10:11:16 AM 2024. +#> Samples were drawn using NUTS(diag_e) at Mon Nov 18 10:35:59 AM 2024. #> For each parameter, n_eff is a crude measure of effective sample size, #> and Rhat is the potential scale reduction factor on split MCMC chains #> (at convergence, Rhat = 1) diff --git a/docs/reference/mvgam_diagnostics.html b/docs/reference/mvgam_diagnostics.html index 879c12a0..62ce5588 100644 --- a/docs/reference/mvgam_diagnostics.html +++ b/docs/reference/mvgam_diagnostics.html @@ -1,7 +1,7 @@ Extract diagnostic quantities of mvgam models — mvgam_diagnostics • mvgam @@ -12,7 +12,7 @@ mvgam - 1.1.3 + 1.1.4