From d4e89f24163aff9c04d2aa295bf74552c4bab21f Mon Sep 17 00:00:00 2001 From: Nicholas Clark <uqnclar2@uq.edu.au> Date: Tue, 16 Jan 2024 21:04:15 +1000 Subject: [PATCH] add seminar embed; update site --- NAMESPACE | 2 + R/families.R | 4 +- R/mvgam.R | 2 +- README.Rmd | 2 +- README.md | 44 +++--- docs/index.html | 10 ++ .../figures/README-unnamed-chunk-13-1.png | Bin 19035 -> 18509 bytes .../figures/README-unnamed-chunk-14-1.png | Bin 26964 -> 26572 bytes .../figures/README-unnamed-chunk-15-1.png | Bin 8032 -> 8067 bytes .../figures/README-unnamed-chunk-16-1.png | Bin 9890 -> 9906 bytes .../figures/README-unnamed-chunk-17-1.png | Bin 6994 -> 7048 bytes .../figures/README-unnamed-chunk-18-1.png | Bin 9323 -> 9275 bytes .../figures/README-unnamed-chunk-19-1.png | Bin 16408 -> 16466 bytes .../figures/README-unnamed-chunk-20-1.png | Bin 11389 -> 11301 bytes .../figures/README-unnamed-chunk-21-1.png | Bin 13715 -> 13470 bytes .../figures/README-unnamed-chunk-22-1.png | Bin 25162 -> 25169 bytes .../figures/README-unnamed-chunk-23-1.png | Bin 14506 -> 14716 bytes .../figures/README-unnamed-chunk-24-1.png | Bin 36973 -> 36522 bytes .../figures/README-unnamed-chunk-8-1.png | Bin 18799 -> 19035 bytes docs/reference/get_mvgam_priors.html | 16 +-- docs/reference/mvgam.html | 2 +- docs/reference/mvgam_families.html | 132 +++++++++++++++++- docs/reference/update.mvgam.html | 2 +- index.Rmd | 6 + index.md | 8 ++ man/figures/README-unnamed-chunk-13-1.png | Bin 19035 -> 18509 bytes man/figures/README-unnamed-chunk-14-1.png | Bin 26964 -> 26572 bytes man/figures/README-unnamed-chunk-15-1.png | Bin 8032 -> 8067 bytes man/figures/README-unnamed-chunk-16-1.png | Bin 9890 -> 9906 bytes man/figures/README-unnamed-chunk-17-1.png | Bin 6994 -> 7048 bytes man/figures/README-unnamed-chunk-18-1.png | Bin 9323 -> 9275 bytes man/figures/README-unnamed-chunk-19-1.png | Bin 16408 -> 16466 bytes man/figures/README-unnamed-chunk-20-1.png | Bin 11389 -> 11301 bytes man/figures/README-unnamed-chunk-21-1.png | Bin 13715 -> 13470 bytes man/figures/README-unnamed-chunk-22-1.png | Bin 25162 -> 25169 bytes man/figures/README-unnamed-chunk-23-1.png | Bin 14506 -> 14716 bytes man/figures/README-unnamed-chunk-24-1.png | Bin 36973 -> 36522 bytes man/figures/README-unnamed-chunk-8-1.png | Bin 18799 -> 19035 bytes man/get_mvgam_priors.Rd | 2 +- man/mvgam.Rd | 2 +- man/mvgam_families.Rd | 4 +- man/update.mvgam.Rd | 2 +- src/mvgam.dll | Bin 1084416 -> 1084416 bytes 43 files changed, 197 insertions(+), 43 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 8c08ea78..0959ab48 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -220,11 +220,13 @@ importFrom(stats,predict) importFrom(stats,printCoefmat) importFrom(stats,qbinom) importFrom(stats,qcauchy) +importFrom(stats,qlogis) importFrom(stats,qnorm) importFrom(stats,qqline) importFrom(stats,qqnorm) importFrom(stats,quantile) importFrom(stats,rbeta) +importFrom(stats,rbinom) importFrom(stats,reformulate) importFrom(stats,rgamma) importFrom(stats,rlnorm) diff --git a/R/families.R b/R/families.R index 7711267d..84f7424c 100644 --- a/R/families.R +++ b/R/families.R @@ -26,7 +26,7 @@ #' \item \code{nmix} for count data with imperfect detection modeled via a #' State-Space N-Mixture model. The latent states are Poisson (with log link), capturing the 'true' latent #' abundance, while the observation process is Binomial to account for imperfect detection. The -#' observation formula in these models is used to set up a linear predictor for the detection +#' observation \code{formula} in these models is used to set up a linear predictor for the detection #' probability (with logit link). See the example below for a more detailed worked explanation #' of the `nmix()` family #' } @@ -174,7 +174,7 @@ student_t = function(link = 'identity'){ #' det_plot <- plot(conditional_effects(mod, #' type = 'detection', #' effects = 'rainfall'), -#' plot = FALSE +#' plot = FALSE) #' det_plot[[1]] + #' ylab('Pr(detection)') #' diff --git a/R/mvgam.R b/R/mvgam.R index b6c9f0b3..baaafd2a 100644 --- a/R/mvgam.R +++ b/R/mvgam.R @@ -35,7 +35,7 @@ #'@param trend_knots As for `knots` above, this is an optional \code{list} of knot values for smooth #'functions within the `trend_formula` #'@param data A \code{dataframe} or \code{list} containing the model response variable and covariates -#'required by the GAM \code{formula}. Should include columns: +#'required by the GAM \code{formula} and optional \code{trend_formula}. Should include columns: #'`series` (a \code{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` (\code{numeric} or \code{integer} index of the time point for each observation). diff --git a/README.Rmd b/README.Rmd index df593d54..0ad75ffc 100644 --- a/README.Rmd +++ b/README.Rmd @@ -33,7 +33,7 @@ A series of [vignettes cover data formatting, forecasting and several extended c ## Installation Install from `GitHub` using: -`devtools::install_github("nicholasjclark/mvgam")`. Note that to condition models with MCMC sampling, either `JAGS` (along with packages `rjags` and `runjags`) or `Stan` must be installed (along with either `rstan` and/or `cmdstanr`). Please refer to installation links for `JAGS` [here](https://sourceforge.net/projects/mcmc-jags/files/){target="_blank"}, for `Stan` with `rstan` [here](https://mc-stan.org/users/interfaces/rstan){target="_blank"}, or for `Stan` with `cmdstandr` [here](https://mc-stan.org/cmdstanr/){target="_blank"}. You will need a fairly recent version of `Stan` to ensure all syntax is recognized. If you see warnings such as `variable "array" does not exist`, this is usually a sign that you need to update `Stan`. We highly recommend you use `Cmdstan` through the `cmdstanr` interface. This is because `Cmdstan` is easier to install, is more up to date with new features, and uses less memory than `Rstan`. See [this documentation from the `Cmdstan` team for more information](http://mc-stan.org/cmdstanr/articles/cmdstanr.html#comparison-with-rstan){target="_blank"}. +`devtools::install_github("nicholasjclark/mvgam")`. Note that to condition models on observed data, either `JAGS` (along with packages `rjags` and `runjags`) or `Stan` must be installed (along with either `rstan` and/or `cmdstanr`). Please refer to installation links for `JAGS` [here](https://sourceforge.net/projects/mcmc-jags/files/){target="_blank"}, for `Stan` with `rstan` [here](https://mc-stan.org/users/interfaces/rstan){target="_blank"}, or for `Stan` with `cmdstandr` [here](https://mc-stan.org/cmdstanr/){target="_blank"}. You will need a fairly recent version of `Stan` to ensure all syntax is recognized. If you see warnings such as `variable "array" does not exist`, this is usually a sign that you need to update `Stan`. We highly recommend you use `Cmdstan` through the `cmdstanr` interface. This is because `Cmdstan` is easier to install, is more up to date with new features, and uses less memory than `Rstan`. See [this documentation from the `Cmdstan` team for more information](http://mc-stan.org/cmdstanr/articles/cmdstanr.html#comparison-with-rstan){target="_blank"}. ## Citing mvgam and related software When using any software please make sure to appropriately acknowledge the hard work that developers and maintainers put into making these packages available. Citations are currently the best way to formally acknowledge this work, so we highly encourage you to cite any packages that you rely on for your research. diff --git a/README.md b/README.md index 19c7be45..b035b155 100644 --- a/README.md +++ b/README.md @@ -38,7 +38,7 @@ been compiled: Install from `GitHub` using: `devtools::install_github("nicholasjclark/mvgam")`. Note that to -condition models with MCMC sampling, either `JAGS` (along with packages +condition models on observed data, either `JAGS` (along with packages `rjags` and `runjags`) or `Stan` must be installed (along with either `rstan` and/or `cmdstanr`). Please refer to installation links for `JAGS` <a href="https://sourceforge.net/projects/mcmc-jags/files/" @@ -317,29 +317,29 @@ summary(lynx_mvgam) #> #> #> GAM coefficient (beta) estimates: -#> 2.5% 50% 97.5% Rhat n_eff -#> (Intercept) 6.10 6.600 7.000 1.00 355 -#> s(season).1 -0.59 0.046 0.710 1.00 1022 -#> s(season).2 -0.26 0.770 1.800 1.00 443 -#> s(season).3 -0.12 1.100 2.400 1.00 399 -#> s(season).4 -0.51 0.410 1.300 1.00 890 -#> s(season).5 -1.20 -0.130 0.950 1.01 503 -#> s(season).6 -1.00 -0.011 1.100 1.01 699 -#> s(season).7 -0.71 0.340 1.400 1.00 711 -#> s(season).8 -0.92 0.180 1.800 1.00 371 -#> s(season).9 -1.10 -0.290 0.710 1.00 476 -#> s(season).10 -1.30 -0.660 0.027 1.00 595 +#> 2.5% 50% 97.5% Rhat n_eff +#> (Intercept) 6.200 6.6000 7.000 1 1020 +#> s(season).1 -0.590 0.0500 0.700 1 1094 +#> s(season).2 -0.240 0.8100 1.800 1 417 +#> s(season).3 -0.057 1.2000 2.500 1 365 +#> s(season).4 -0.510 0.4200 1.400 1 951 +#> s(season).5 -1.200 -0.1400 1.000 1 538 +#> s(season).6 -1.100 0.0074 1.100 1 632 +#> s(season).7 -0.790 0.3800 1.400 1 847 +#> s(season).8 -1.000 0.2900 1.800 1 413 +#> s(season).9 -1.100 -0.2700 0.670 1 574 +#> s(season).10 -1.400 -0.6900 -0.025 1 641 #> #> Approximate significance of GAM observation smooths: -#> edf Chi.sq p-value -#> s(season) 5.08 17751 0.25 +#> edf Chi.sq p-value +#> s(season) 5 17851 0.28 #> #> Latent trend AR parameter estimates: #> 2.5% 50% 97.5% Rhat n_eff -#> ar1[1] 0.74 1.10 1.400 1 635 -#> ar2[1] -0.84 -0.40 0.062 1 1514 -#> ar3[1] -0.47 -0.13 0.290 1 540 -#> sigma[1] 0.40 0.50 0.640 1 1154 +#> ar1[1] 0.74 1.10 1.400 1 695 +#> ar2[1] -0.82 -0.41 0.045 1 1630 +#> ar3[1] -0.47 -0.12 0.280 1 453 +#> sigma[1] 0.40 0.50 0.630 1 1101 #> #> Stan MCMC diagnostics: #> n_eff / iter looks reasonable for all parameters @@ -348,7 +348,7 @@ summary(lynx_mvgam) #> 0 of 2000 iterations saturated the maximum tree depth of 12 (0%) #> E-FMI indicated no pathological behavior #> -#> Samples were drawn using NUTS(diag_e) at Mon Jan 15 8:57:57 AM 2024. +#> Samples were drawn using NUTS(diag_e) at Tue Jan 16 8:42:08 PM 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) @@ -470,7 +470,7 @@ plot(lynx_mvgam, type = 'forecast', newdata = lynx_test) <img src="man/figures/README-unnamed-chunk-21-1.png" width="60%" style="display: block; margin: auto;" /> #> Out of sample CRPS: - #> [1] 2892.767 + #> [1] 2856.97 And the estimated latent trend component, again using the more flexible `plot_mvgam_...()` option to show first derivatives of the estimated @@ -626,7 +626,7 @@ summary(mod, include_betas = FALSE) #> 0 of 2000 iterations saturated the maximum tree depth of 12 (0%) #> E-FMI indicated no pathological behavior #> -#> Samples were drawn using NUTS(diag_e) at Mon Jan 15 8:59:01 AM 2024. +#> Samples were drawn using NUTS(diag_e) at Tue Jan 16 8:44:20 PM 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/index.html b/docs/index.html index f1389398..093662da 100644 --- a/docs/index.html +++ b/docs/index.html @@ -95,6 +95,16 @@ <h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i <p>Install the development version from <code>GitHub</code> using: <code>devtools::install_github("nicholasjclark/mvgam")</code>. Note that to actually condition models with MCMC sampling, either the <code>JAGS</code> software must be installed (along with the <code>R</code> packages <code>rjags</code> and <code>runjags</code>) or the <code>Stan</code> software must be installed (along with either <code>rstan</code> and/or <code>cmdstanr</code>). Only <code>rstan</code> is listed as a dependency of <code>mvgam</code> to ensure that installation is less difficult. If users wish to fit the models using <code>mvgam</code>, please refer to installation links for <code>JAGS</code> <a href="https://sourceforge.net/projects/mcmc-jags/files/" class="external-link">here</a>, for <code>Stan</code> with <code>rstan</code> <a href="https://mc-stan.org/users/interfaces/rstan" class="external-link">here</a>, or for <code>Stan</code> with <code>cmdstandr</code> <a href="https://mc-stan.org/cmdstanr/" class="external-link">here</a>. You will need a fairly recent version of <code>Stan</code> to ensure all the model syntax is recognized. If you see warnings such as <code>variable "array" does not exist</code>, this is usually a sign that you need to update your version of <code>Stan</code>. We highly recommend you use <code>Cmdstan</code> through the <code>cmdstanr</code> interface as the backend. This is because <code>Cmdstan</code> is easier to install, is more up to date with new features, and uses less memory than <code>Rstan</code>. See <a href="http://mc-stan.org/cmdstanr/articles/cmdstanr.html#comparison-with-rstan" class="external-link">this documentation from the <code>Cmdstan</code> team for more information</a>.</p> </div> <div class="section level2"> +<h2 id="introductory-seminar">Introductory seminar<a class="anchor" aria-label="anchor" href="#introductory-seminar"></a> +</h2> +<div class="vembedr"> +<div> +<iframe src="https://www.youtube.com/embed/0zZopLlomsQ" width="533" height="300" frameborder="0" allowfullscreen data-external="1"> +</iframe> +</div> +</div> +</div> +<div class="section level2"> <h2 id="cheatsheet">Cheatsheet<a class="anchor" aria-label="anchor" href="#cheatsheet"></a> </h2> <p><a href="https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheatsheet.pdf" class="external-link"><img src="https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheatsheet.png" alt="mvgam usage cheatsheet"></a></p> diff --git a/docs/reference/figures/README-unnamed-chunk-13-1.png 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z`Ecs1&JtD2MlpdVBY~zVn~W?SFDY_^mLVvp%CkjZvt$Gw^^rQD$LIW)x7u~GSe?CG Q8FX-xr>mdKI;Vst0Ke$xmH+?% diff --git a/docs/reference/get_mvgam_priors.html b/docs/reference/get_mvgam_priors.html index f8addcc1..4b8da527 100644 --- a/docs/reference/get_mvgam_priors.html +++ b/docs/reference/get_mvgam_priors.html @@ -104,7 +104,7 @@ <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#argumen <dt>data</dt> <dd><p>A <code>dataframe</code> or <code>list</code> containing the model response variable and covariates -required by the GAM <code>formula</code>. Should include columns: +required by the GAM <code>formula</code> and optional <code>trend_formula</code>. Should include columns: <code>series</code> (a <code>factor</code> index of the series IDs;the number of levels should be identical to the number of unique series labels (i.e. <code>n_series = length(levels(data$series))</code>)) <code>time</code> (<code>numeric</code> or <code>integer</code> index of the time point for each observation). @@ -401,13 +401,13 @@ <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-e <span class="r-out co"><span class="r-pr">#></span> 6 trend sd sigma ~ student_t(3, 0, 2.5);</span> <span class="r-out co"><span class="r-pr">#></span> 7 inverse of NB dispsersion phi_inv ~ student_t(3, 0, 0.1);</span> <span class="r-out co"><span class="r-pr">#></span> example_change new_lowerbound new_upperbound</span> -<span class="r-out co"><span class="r-pr">#></span> 1 lambda ~ exponential(0.55); NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> 2 mu_raw ~ normal(-0.99, 0.59); NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> 3 sigma_raw ~ exponential(0.22); NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> 4 ar1 ~ normal(-0.34, 0.83); NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> 5 ar2 ~ normal(-0.34, 0.95); NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> 6 sigma ~ exponential(0.21); NA NA</span> -<span class="r-out co"><span class="r-pr">#></span> 7 phi_inv ~ normal(0.51, 0.33); NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> 1 lambda ~ exponential(0.25); NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> 2 mu_raw ~ normal(0.96, 0.76); NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> 3 sigma_raw ~ exponential(0.17); NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> 4 ar1 ~ normal(0.58, 0.24); NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> 5 ar2 ~ normal(0.26, 0.69); NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> 6 sigma ~ exponential(0.26); NA NA</span> +<span class="r-out co"><span class="r-pr">#></span> 7 phi_inv ~ normal(0.39, 0.35); NA NA</span> <span class="r-in"><span></span></span> <span class="r-in"><span><span class="co"># Make a few changes; first, change the population mean for the series-level</span></span></span> <span class="r-in"><span><span class="co"># random intercepts</span></span></span> diff --git a/docs/reference/mvgam.html b/docs/reference/mvgam.html index 1a510ca6..fa8b0a98 100644 --- a/docs/reference/mvgam.html +++ b/docs/reference/mvgam.html @@ -155,7 +155,7 @@ <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#argumen <dt>data</dt> <dd><p>A <code>dataframe</code> or <code>list</code> containing the model response variable and covariates -required by the GAM <code>formula</code>. Should include columns: +required by the GAM <code>formula</code> and optional <code>trend_formula</code>. Should include columns: <code>series</code> (a <code>factor</code> index of the series IDs;the number of levels should be identical to the number of unique series labels (i.e. <code>n_series = length(levels(data$series))</code>)) <code>time</code> (<code>numeric</code> or <code>integer</code> index of the time point for each observation). diff --git a/docs/reference/mvgam_families.html b/docs/reference/mvgam_families.html index 6bc66f04..21521bd9 100644 --- a/docs/reference/mvgam_families.html +++ b/docs/reference/mvgam_families.html @@ -86,7 +86,7 @@ <h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></ <li><p><code>nmix</code> for count data with imperfect detection modeled via a State-Space N-Mixture model. The latent states are Poisson (with log link), capturing the 'true' latent abundance, while the observation process is Binomial to account for imperfect detection. The -observation formula in these models is used to set up a linear predictor for the detection +observation <code>formula</code> in these models is used to set up a linear predictor for the detection probability (with logit link). See the example below for a more detailed worked explanation of the <code>nmix()</code> family</p></li> </ul><p>Only <code><a href="https://rdrr.io/r/stats/family.html" class="external-link">poisson()</a></code>, <code>nb()</code>, and <code>tweedie()</code> are available if @@ -102,7 +102,135 @@ <h2 id="author">Author<a class="anchor" aria-label="anchor" href="#author"></a>< <div class="section level2"> <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2> - + <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span> +<span class="r-in"><span><span class="co"># An N-mixture example using family nmix()</span></span></span> +<span class="r-in"><span><span class="co"># Simulate data from a Poisson-Binomial N-Mixture model</span></span></span> +<span class="r-in"><span><span class="co"># True abundance is predicted by a single nonlinear function of temperature</span></span></span> +<span class="r-in"><span><span class="co"># as well as a nonlinear long-term trend (as a Gaussian Process function)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">123</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">gamdat</span> <span class="op"><-</span> <span class="fu">gamSim</span><span class="op">(</span>n <span class="op">=</span> <span class="fl">80</span><span class="op">)</span>; <span class="va">N</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">NROW</a></span><span class="op">(</span><span class="va">gamdat</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">abund_linpred</span> <span class="op"><-</span> <span class="va">gamdat</span><span class="op">$</span><span class="va">y</span>; <span class="va">temperature</span> <span class="op"><-</span> <span class="va">gamdat</span><span class="op">$</span><span class="va">x2</span></span></span> +<span class="r-in"><span><span class="va">trend</span> <span class="op"><-</span> <span class="fu">mvgam</span><span class="fu">:::</span><span class="fu">sim_gp</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fl">0</span>, <span class="fl">0.1</span><span class="op">)</span>, alpha_gp <span class="op">=</span> <span class="fl">3</span>,</span></span> +<span class="r-in"><span> rho_gp <span class="op">=</span> <span class="fl">16</span>, h <span class="op">=</span> <span class="va">N</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">true_abund</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">floor</a></span><span class="op">(</span><span class="fl">10</span> <span class="op">+</span> <span class="va">abund_linpred</span> <span class="op">+</span> <span class="va">trend</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Detection probability increases linearly with decreasing rainfall</span></span></span> +<span class="r-in"><span><span class="va">rainfall</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="va">N</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">detect_linpred</span> <span class="op"><-</span> <span class="fl">0.4</span> <span class="op">+</span> <span class="op">-</span><span class="fl">0.55</span> <span class="op">*</span> <span class="va">rainfall</span></span></span> +<span class="r-in"><span><span class="va">detect_prob</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Logistic.html" class="external-link">plogis</a></span><span class="op">(</span><span class="va">detect_linpred</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Simulate observed counts</span></span></span> +<span class="r-in"><span><span class="va">obs_abund</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/stats/Binomial.html" class="external-link">rbinom</a></span><span class="op">(</span><span class="va">N</span>, size <span class="op">=</span> <span class="va">true_abund</span>, prob <span class="op">=</span> <span class="va">detect_prob</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Plot true and observed time series</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">true_abund</span>,</span></span> +<span class="r-in"><span> type <span class="op">=</span> <span class="st">'l'</span>,</span></span> +<span class="r-in"><span> ylab <span class="op">=</span> <span class="st">'Abundance'</span>,</span></span> +<span class="r-in"><span> xlab <span class="op">=</span> <span class="st">'Time'</span>,</span></span> +<span class="r-in"><span> ylim <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="va">true_abund</span><span class="op">)</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> bty <span class="op">=</span> <span class="st">'l'</span>,</span></span> +<span class="r-in"><span> lwd <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/lines.html" class="external-link">lines</a></span><span class="op">(</span><span class="va">obs_abund</span>, col <span class="op">=</span> <span class="st">'darkred'</span>, lwd <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/title.html" class="external-link">title</a></span><span class="op">(</span>main <span class="op">=</span> <span class="st">'True = black; observed = red'</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Gather data into a dataframe suitable for mvgam modelling;</span></span></span> +<span class="r-in"><span><span class="co"># This will require a 'cap' variable specifying the maximum K to marginalise</span></span></span> +<span class="r-in"><span><span class="co"># over when estimating latent abundance (it does NOT have to be a fixed value)</span></span></span> +<span class="r-in"><span><span class="va">model_dat</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="va">obs_abund</span>,</span></span> +<span class="r-in"><span> <span class="va">temperature</span>,</span></span> +<span class="r-in"><span> <span class="va">rainfall</span>,</span></span> +<span class="r-in"><span> cap <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="va">obs_abund</span><span class="op">)</span> <span class="op">+</span> <span class="fl">20</span>,</span></span> +<span class="r-in"><span> time <span class="op">=</span> <span class="fl">1</span><span class="op">:</span><span class="va">N</span>,</span></span> +<span class="r-in"><span> series <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">as.factor</a></span><span class="op">(</span><span class="st">'series1'</span><span class="op">)</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Training and testing folds</span></span></span> +<span class="r-in"><span><span class="va">data_train</span> <span class="op"><-</span> <span class="va">model_dat</span> <span class="op"><a href="pipe.html">%>%</a></span> <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">time</span> <span class="op"><=</span> <span class="fl">74</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">data_test</span> <span class="op"><-</span> <span class="va">model_dat</span> <span class="op"><a href="pipe.html">%>%</a></span> <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">time</span> <span class="op">></span> <span class="fl">74</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Fit a model with informative priors on the two intercept parameters</span></span></span> +<span class="r-in"><span><span class="co"># and on the length scale of the GP temporal trend parameter</span></span></span> +<span class="r-in"><span><span class="co"># Note that the 'trend_formula' applies to the latent count process</span></span></span> +<span class="r-in"><span><span class="co"># (a Poisson process with log-link), while the 'formula' applies to the</span></span></span> +<span class="r-in"><span><span class="co"># detection probability (logit link)</span></span></span> +<span class="r-in"><span><span class="va">mod</span> <span class="op"><-</span> <span class="fu"><a href="mvgam.html">mvgam</a></span><span class="op">(</span>formula <span class="op">=</span> <span class="va">obs_abund</span> <span class="op">~</span> <span class="va">rainfall</span>,</span></span> +<span class="r-in"><span> trend_formula <span class="op">=</span> <span class="op">~</span> <span class="fu">s</span><span class="op">(</span><span class="va">temperature</span>, k <span class="op">=</span> <span class="fl">5</span><span class="op">)</span> <span class="op">+</span></span></span> +<span class="r-in"><span> <span class="fu">gp</span><span class="op">(</span><span class="va">time</span>, k <span class="op">=</span> <span class="fl">10</span>, c <span class="op">=</span> <span class="fl">5</span><span class="op">/</span><span class="fl">4</span>, scale <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> family <span class="op">=</span> <span class="fu">nmix</span><span class="op">(</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> data <span class="op">=</span> <span class="va">data_train</span>,</span></span> +<span class="r-in"><span> newdata <span class="op">=</span> <span class="va">data_test</span>,</span></span> +<span class="r-in"><span> priors <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu">prior</span><span class="op">(</span><span class="fu">std_normal</span><span class="op">(</span><span class="op">)</span>, class <span class="op">=</span> <span class="st">'(Intercept)'</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> <span class="fu">prior</span><span class="op">(</span><span class="fu">normal</span><span class="op">(</span><span class="fl">2</span>, <span class="fl">2</span><span class="op">)</span>, class <span class="op">=</span> <span class="st">'(Intercept)_trend'</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> <span class="fu">prior</span><span class="op">(</span><span class="fu">normal</span><span class="op">(</span><span class="fl">15</span>, <span class="fl">5</span><span class="op">)</span>, class <span class="op">=</span> <span class="st">'rho_gp_trend(time)'</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Model summary and diagnostics</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">mod</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">mod</span>, type <span class="op">=</span> <span class="st">'residuals'</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Intercept parameters</span></span></span> +<span class="r-in"><span><span class="fu">mcmc_plot</span><span class="op">(</span><span class="va">mod</span>,</span></span> +<span class="r-in"><span> variable <span class="op">=</span> <span class="st">"Intercept"</span>,</span></span> +<span class="r-in"><span> regex <span class="op">=</span> <span class="cn">TRUE</span>,</span></span> +<span class="r-in"><span> type <span class="op">=</span> <span class="st">'hist'</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Hindcasts and forecasts of latent abundance (with truth overlain)</span></span></span> +<span class="r-in"><span><span class="va">fc</span> <span class="op"><-</span> <span class="fu"><a href="forecast.mvgam.html">forecast</a></span><span class="op">(</span><span class="va">mod</span>, type <span class="op">=</span> <span class="st">'latent_N'</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">fc</span><span class="op">)</span>; <span class="fu"><a href="https://rdrr.io/r/graphics/points.html" class="external-link">points</a></span><span class="op">(</span><span class="va">true_abund</span>, pch <span class="op">=</span> <span class="fl">16</span>, cex <span class="op">=</span> <span class="fl">0.8</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Latent abundance predictions are restricted based on 'cap'</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/Extremes.html" class="external-link">max</a></span><span class="op">(</span><span class="va">model_dat</span><span class="op">$</span><span class="va">cap</span><span class="op">)</span>; <span class="fu"><a href="https://rdrr.io/r/base/range.html" class="external-link">range</a></span><span class="op">(</span><span class="va">fc</span><span class="op">$</span><span class="va">forecasts</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Hindcasts and forecasts of detection probability (with truth overlain)</span></span></span> +<span class="r-in"><span><span class="va">fc</span> <span class="op"><-</span> <span class="fu"><a href="forecast.mvgam.html">forecast</a></span><span class="op">(</span><span class="va">mod</span>, type <span class="op">=</span> <span class="st">'detection'</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">fc</span><span class="op">)</span>; <span class="fu"><a href="https://rdrr.io/r/graphics/points.html" class="external-link">points</a></span><span class="op">(</span><span class="va">detect_prob</span>, pch <span class="op">=</span> <span class="fl">16</span>, cex <span class="op">=</span> <span class="fl">0.8</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Hindcasts and forecasts of observations</span></span></span> +<span class="r-in"><span><span class="co"># (after accounting for detection error)</span></span></span> +<span class="r-in"><span><span class="va">fc</span> <span class="op"><-</span> <span class="fu"><a href="forecast.mvgam.html">forecast</a></span><span class="op">(</span><span class="va">mod</span>, type <span class="op">=</span> <span class="st">'response'</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">fc</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Hindcasts and forecasts of response expectations</span></span></span> +<span class="r-in"><span><span class="co"># (with truth overlain)</span></span></span> +<span class="r-in"><span><span class="va">fc</span> <span class="op"><-</span> <span class="fu"><a href="forecast.mvgam.html">forecast</a></span><span class="op">(</span>object <span class="op">=</span> <span class="va">mod</span>, type <span class="op">=</span> <span class="st">'expected'</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="va">fc</span><span class="op">)</span>; <span class="fu"><a href="https://rdrr.io/r/graphics/points.html" class="external-link">points</a></span><span class="op">(</span><span class="va">detect_prob</span> <span class="op">*</span> <span class="va">true_abund</span>, pch <span class="op">=</span> <span class="fl">16</span>, cex <span class="op">=</span> <span class="fl">0.8</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Plot conditional effects</span></span></span> +<span class="r-in"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://ggplot2.tidyverse.org" class="external-link">ggplot2</a></span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Effects on true abundance can be visualised using type = 'link'</span></span></span> +<span class="r-in"><span><span class="va">abund_plots</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="fu">conditional_effects</span><span class="op">(</span><span class="va">mod</span>,</span></span> +<span class="r-in"><span> type <span class="op">=</span> <span class="st">'link'</span>,</span></span> +<span class="r-in"><span> effects <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">'temperature'</span>, <span class="st">'time'</span><span class="op">)</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> plot <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Effect of temperature on abundance</span></span></span> +<span class="r-in"><span><span class="va">abund_plots</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span> <span class="op">+</span></span></span> +<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">ylab</a></span><span class="op">(</span><span class="st">'Latent abundance'</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Long-term trend in abundance</span></span></span> +<span class="r-in"><span><span class="va">abund_plots</span><span class="op">[[</span><span class="fl">2</span><span class="op">]</span><span class="op">]</span> <span class="op">+</span></span></span> +<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">ylab</a></span><span class="op">(</span><span class="st">'Latent abundance'</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># Effect of rainfall on detection probability</span></span></span> +<span class="r-in"><span><span class="va">det_plot</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/graphics/plot.default.html" class="external-link">plot</a></span><span class="op">(</span><span class="fu">conditional_effects</span><span class="op">(</span><span class="va">mod</span>,</span></span> +<span class="r-in"><span> type <span class="op">=</span> <span class="st">'detection'</span>,</span></span> +<span class="r-in"><span> effects <span class="op">=</span> <span class="st">'rainfall'</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> plot <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="va">det_plot</span><span class="op">[[</span><span class="fl">1</span><span class="op">]</span><span class="op">]</span> <span class="op">+</span></span></span> +<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">ylab</a></span><span class="op">(</span><span class="st">'Pr(detection)'</span><span class="op">)</span></span></span> +<span class="r-in"><span></span></span> +<span class="r-in"><span><span class="co"># More targeted plots can use marginaleffects capabilities;</span></span></span> +<span class="r-in"><span><span class="co"># Here visualise how response predictions might change</span></span></span> +<span class="r-in"><span><span class="co"># if we considered different possible 'cap' limits on latent</span></span></span> +<span class="r-in"><span><span class="co"># abundance and different rainfall measurements</span></span></span> +<span class="r-in"><span><span class="fu">plot_predictions</span><span class="op">(</span><span class="va">mod</span>, condition <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">'temperature'</span>,</span></span> +<span class="r-in"><span> cap <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">15</span>, <span class="fl">20</span>, <span class="fl">40</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> rainfall <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="op">-</span><span class="fl">1</span>, <span class="fl">1</span><span class="op">)</span><span class="op">)</span>,</span></span> +<span class="r-in"><span> type <span class="op">=</span> <span class="st">'response'</span>,</span></span> +<span class="r-in"><span> conf_level <span class="op">=</span> <span class="fl">0.5</span><span class="op">)</span> <span class="op">+</span></span></span> +<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">ylab</a></span><span class="op">(</span><span class="st">'Observed abundance'</span><span class="op">)</span> <span class="op">+</span></span></span> +<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggtheme.html" class="external-link">theme_classic</a></span><span class="op">(</span><span class="op">)</span></span></span> +<span class="r-in"><span><span class="op">}</span></span></span> +</code></pre></div> </div> </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2> </nav></aside></div> diff --git a/docs/reference/update.mvgam.html b/docs/reference/update.mvgam.html index 5578c125..8048b58a 100644 --- a/docs/reference/update.mvgam.html +++ b/docs/reference/update.mvgam.html @@ -104,7 +104,7 @@ <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#argumen <dt>data</dt> <dd><p>A <code>dataframe</code> or <code>list</code> containing the model response variable and covariates -required by the GAM <code>formula</code>. Should include columns: +required by the GAM <code>formula</code> and optional <code>trend_formula</code>. Should include columns: <code>series</code> (a <code>factor</code> index of the series IDs;the number of levels should be identical to the number of unique series labels (i.e. <code>n_series = length(levels(data$series))</code>)) <code>time</code> (<code>numeric</code> or <code>integer</code> index of the time point for each observation). diff --git a/index.Rmd b/index.Rmd index 8b9f990b..2a68dca1 100644 --- a/index.Rmd +++ b/index.Rmd @@ -1,5 +1,6 @@ --- output: github_document +always_allow_html: true --- <br> <br> @@ -13,6 +14,11 @@ The goal of `mvgam` is to use a Bayesian framework to estimate parameters of Dyn Install the development version from `GitHub` using: `devtools::install_github("nicholasjclark/mvgam")`. Note that to actually condition models with MCMC sampling, either the `JAGS` software must be installed (along with the `R` packages `rjags` and `runjags`) or the `Stan` software must be installed (along with either `rstan` and/or `cmdstanr`). Only `rstan` is listed as a dependency of `mvgam` to ensure that installation is less difficult. If users wish to fit the models using `mvgam`, please refer to installation links for `JAGS` [here](https://sourceforge.net/projects/mcmc-jags/files/), for `Stan` with `rstan` [here](https://mc-stan.org/users/interfaces/rstan), or for `Stan` with `cmdstandr` [here](https://mc-stan.org/cmdstanr/). You will need a fairly recent version of `Stan` to ensure all the model syntax is recognized. If you see warnings such as `variable "array" does not exist`, this is usually a sign that you need to update your version of `Stan`. We highly recommend you use `Cmdstan` through the `cmdstanr` interface as the backend. This is because `Cmdstan` is easier to install, is more up to date with new features, and uses less memory than `Rstan`. See [this documentation from the `Cmdstan` team for more information](http://mc-stan.org/cmdstanr/articles/cmdstanr.html#comparison-with-rstan). +## Introductory seminar +```{r echo=FALSE} +vembedr::embed_url("https://www.youtube.com/watch?v=0zZopLlomsQ") +``` + ## Cheatsheet [](https://github.com/nicholasjclark/mvgam/raw/master/misc/mvgam_cheatsheet.pdf) diff --git a/index.md b/index.md index a087194b..7f940b21 100644 --- a/index.md +++ b/index.md @@ -43,6 +43,14 @@ and uses less memory than `Rstan`. See [this documentation from the `Cmdstan` team for more information](http://mc-stan.org/cmdstanr/articles/cmdstanr.html#comparison-with-rstan). +## Introductory seminar + +<div class="vembedr"> +<div> +<iframe src="https://www.youtube.com/embed/0zZopLlomsQ" width="533" height="300" frameborder="0" allowfullscreen="" data-external="1"></iframe> +</div> +</div> + ## Cheatsheet [![`mvgam` usage diff --git a/man/figures/README-unnamed-chunk-13-1.png b/man/figures/README-unnamed-chunk-13-1.png index 8e55a7684dcef5c4537f8cfe8bde4963848def12..343dff940164b0c8fac7faf9d9e949b2197b1148 100644 GIT binary patch literal 18509 zcmdtKc~lfhw=WuzSp!fEA~Gq16QEK^0m?jl+77Lh(27E-45?_Lf`FhhL)f-$D+(%# zg@Cpb4xpBz42lq~A}WQpA_y{-11KPZA~FfwsP7E#-M7v;@2tD-eSf@KNi8ZeBQhd# z$KJpF+dFdKFCL54R3@qb0MwTJykG?YG$wyQi6$kD@=-$o;IUtXD;JWV05}3529A!v zk$fKl;sP5R8&X7mI|8wySn(nM9C8$k9mV9k!0`|{8kQ+Oq05$~EDH@?7D~Qzm!**7 zk@%m@i2=D<QJ>UN)Kh#8iNyutLx;qN$ajOdfE;6_e(16kMFXKJp((kcDUU*P$?-lO 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za;fzu)@r%tcb@ikfL0n*37s%2v{rNE5DXS~+PCcZm$UWfKH05#dH&#&7w;W)H!zoI zRB8C%7pvd8OK-X~Xl2UVZOfBvIsZ%)m8k$OIB2=JsbgjHs}m6&DSCGdqJT^0`;Sk~ z`Ecs1&JtD2MlpdVBY~zVn~W?SFDY_^mLVvp%CkjZvt$Gw^^rQD$LIW)x7u~GSe?CG Q8FX-xr>mdKI;Vst0Ke$xmH+?% diff --git a/man/get_mvgam_priors.Rd b/man/get_mvgam_priors.Rd index 249f8962..26ccdd58 100644 --- a/man/get_mvgam_priors.Rd +++ b/man/get_mvgam_priors.Rd @@ -39,7 +39,7 @@ In \code{nmix()} family models, the \code{trend_formula} is used to set up a lin latent abundance} \item{data}{A \code{dataframe} or \code{list} containing the model response variable and covariates -required by the GAM \code{formula}. Should include columns: +required by the GAM \code{formula} and optional \code{trend_formula}. Should include columns: \code{series} (a \code{factor} index of the series IDs;the number of levels should be identical to the number of unique series labels (i.e. \code{n_series = length(levels(data$series))})) \code{time} (\code{numeric} or \code{integer} index of the time point for each observation). diff --git a/man/mvgam.Rd b/man/mvgam.Rd index 147fad36..3f1fe01e 100644 --- a/man/mvgam.Rd +++ b/man/mvgam.Rd @@ -71,7 +71,7 @@ unless they share a covariate} functions within the \code{trend_formula}} \item{data}{A \code{dataframe} or \code{list} containing the model response variable and covariates -required by the GAM \code{formula}. Should include columns: +required by the GAM \code{formula} and optional \code{trend_formula}. Should include columns: \code{series} (a \code{factor} index of the series IDs;the number of levels should be identical to the number of unique series labels (i.e. \code{n_series = length(levels(data$series))})) \code{time} (\code{numeric} or \code{integer} index of the time point for each observation). diff --git a/man/mvgam_families.Rd b/man/mvgam_families.Rd index fd2845c1..c29bc186 100644 --- a/man/mvgam_families.Rd +++ b/man/mvgam_families.Rd @@ -42,7 +42,7 @@ Finally, \code{mvgam} supports the three extended families described here: \item \code{nmix} for count data with imperfect detection modeled via a State-Space N-Mixture model. The latent states are Poisson (with log link), capturing the 'true' latent abundance, while the observation process is Binomial to account for imperfect detection. The -observation formula in these models is used to set up a linear predictor for the detection +observation \code{formula} in these models is used to set up a linear predictor for the detection probability (with logit link). See the example below for a more detailed worked explanation of the \code{nmix()} family } @@ -166,7 +166,7 @@ abund_plots[[2]] + det_plot <- plot(conditional_effects(mod, type = 'detection', effects = 'rainfall'), - plot = FALSE + plot = FALSE) det_plot[[1]] + ylab('Pr(detection)') diff --git a/man/update.mvgam.Rd b/man/update.mvgam.Rd index 67417c59..dfc7c7e6 100644 --- a/man/update.mvgam.Rd +++ b/man/update.mvgam.Rd @@ -39,7 +39,7 @@ In \code{nmix()} family models, the \code{trend_formula} is used to set up a lin latent abundance} \item{data}{A \code{dataframe} or \code{list} containing the model response variable and covariates -required by the GAM \code{formula}. Should include columns: +required by the GAM \code{formula} and optional \code{trend_formula}. Should include columns: \code{series} (a \code{factor} index of the series IDs;the number of levels should be identical to the number of unique series labels (i.e. \code{n_series = length(levels(data$series))})) \code{time} (\code{numeric} or \code{integer} index of the time point for each observation). diff --git a/src/mvgam.dll b/src/mvgam.dll index 2ead35c08c89f5647660db45e70f1bcf360d9c47..bf3f7381b0c54327601054a8c44ad676056f5a26 100644 GIT binary patch delta 81 zcmWm5yA4240EW?Uy`OgtB_rJ409un!{E0+EX95FA#4z6^I&u0l9d0_@wwQ4|_q8|I kWoLvZd|^Z&LJ^5rBq9}=$VDMaQHlD-HtpY^xU=u@0r90IM*si- delta 81 zcmZpe;nXn0X+j5c`=likyM38|2njacZoSRedYh^BHgoH3me$*>t+&})Z?m`F=4idm l*?OC+^)`3wZJyTKysfwST5t1jy)B?=2-3ct-ALePBmni5B$NOE