[bot] updated notebooks

econ-ark · Dec 18, 2023 · 9e874ec · 9e874ec
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diff --git a/examples/Calibration/Income_calibrations.ipynb b/examples/Calibration/Income_calibrations.ipynb
diff --git a/examples/Calibration/Life_Cycle_example.ipynb b/examples/Calibration/Life_Cycle_example.ipynb
diff --git a/examples/Calibration/SCF_distributions.ipynb b/examples/Calibration/SCF_distributions.ipynb
diff --git a/examples/Calibration/Sabelhaus_Song_var_profiles.ipynb b/examples/Calibration/Sabelhaus_Song_var_profiles.ipynb
diff --git a/examples/Calibration/US_SSA_life_tables.ipynb b/examples/Calibration/US_SSA_life_tables.ipynb
diff --git a/examples/ConsBequestModel/example_AccidentalBequest.ipynb b/examples/ConsBequestModel/example_AccidentalBequest.ipynb
diff --git a/examples/ConsBequestModel/example_ConsIndShockComp.ipynb b/examples/ConsBequestModel/example_ConsIndShockComp.ipynb
diff --git a/examples/ConsBequestModel/example_TerminalBequest.ipynb b/examples/ConsBequestModel/example_TerminalBequest.ipynb
diff --git a/examples/ConsIndShockModel/Finite Cyclical Test.ipynb b/examples/ConsIndShockModel/Finite Cyclical Test.ipynb
diff --git a/examples/ConsIndShockModel/IndShockConsumerType.ipynb b/examples/ConsIndShockModel/IndShockConsumerType.ipynb
diff --git a/examples/ConsIndShockModel/IndShockConsumerType_Jacobian_Example.ipynb b/examples/ConsIndShockModel/IndShockConsumerType_Jacobian_Example.ipynb
diff --git a/examples/ConsIndShockModel/IndShockConsumerType_Transition_Matrix_Example.ipynb b/examples/ConsIndShockModel/IndShockConsumerType_Transition_Matrix_Example.ipynb
diff --git a/examples/ConsIndShockModel/KinkedRconsumerType.ipynb b/examples/ConsIndShockModel/KinkedRconsumerType.ipynb
diff --git a/examples/ConsIndShockModel/PerfForesightConsumerType.ipynb b/examples/ConsIndShockModel/PerfForesightConsumerType.ipynb
diff --git a/examples/ConsPortfolioModel/example_ConsPortfolioModel.ipynb b/examples/ConsPortfolioModel/example_ConsPortfolioModel.ipynb
diff --git a/examples/ConsPortfolioModel/example_ConsRiskyAssetModel.ipynb b/examples/ConsPortfolioModel/example_ConsRiskyAssetModel.ipynb
diff --git a/examples/ConsPortfolioModel/example_ConsSequentialPortfolioModel.ipynb b/examples/ConsPortfolioModel/example_ConsSequentialPortfolioModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsAggShockModel.ipynb b/examples/ConsumptionSaving/example_ConsAggShockModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsGenIncProcessModel.ipynb b/examples/ConsumptionSaving/example_ConsGenIncProcessModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsIndShock.ipynb b/examples/ConsumptionSaving/example_ConsIndShock.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsLaborModel.ipynb b/examples/ConsumptionSaving/example_ConsLaborModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsMarkovModel.ipynb b/examples/ConsumptionSaving/example_ConsMarkovModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsMedModel.ipynb b/examples/ConsumptionSaving/example_ConsMedModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsPrefShockModel.ipynb b/examples/ConsumptionSaving/example_ConsPrefShockModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsRepAgentModel.ipynb b/examples/ConsumptionSaving/example_ConsRepAgentModel.ipynb
diff --git a/examples/ConsumptionSaving/example_ConsRiskyContribModel.ipynb b/examples/ConsumptionSaving/example_ConsRiskyContribModel.ipynb
diff --git a/examples/ConsumptionSaving/example_TractableBufferStockModel.ipynb b/examples/ConsumptionSaving/example_TractableBufferStockModel.ipynb
diff --git a/examples/Distributions/DiscreteDistributionLabeled.ipynb b/examples/Distributions/DiscreteDistributionLabeled.ipynb
@@ -462,9 +462,9 @@
        "    perm_shk  (atom) float64 0.03491 0.03491 0.03491 ... 11.51 11.51 11.51\n",
        "    tran_shk  (atom) float64 0.03491 0.05308 0.0644 ... 5.724 6.966 11.51\n",
        "Attributes:\n",
-       "    name:     Distribution of Shocks to Income</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cdd5d49d-ca06-451f-8597-64f3de30228c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cdd5d49d-ca06-451f-8597-64f3de30228c' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>atom</span>: 40000</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b4a6daf3-8b8b-4b53-a5b6-2820f6ec44c0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b4a6daf3-8b8b-4b53-a5b6-2820f6ec44c0' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-7a2afd05-99ba-4328-a5db-cf623a40d9b4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7a2afd05-99ba-4328-a5db-cf623a40d9b4' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>perm_shk</span></div><div class='xr-var-dims'>(atom)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.03491 0.03491 ... 11.51 11.51</div><input id='attrs-f72a3b5e-31a0-45f0-94d8-e34f2ac2a516' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f72a3b5e-31a0-45f0-94d8-e34f2ac2a516' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31c429e3-2045-487d-bf7c-5f6a4ad9a86c' class='xr-var-data-in' type='checkbox'><label for='data-31c429e3-2045-487d-bf7c-5f6a4ad9a86c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>name :</span></dt><dd>Permanent Shocks to Income</dd><dt><span>limit :</span></dt><dd>{&#x27;type&#x27;: &#x27;Lognormal&#x27;, &#x27;mean&#x27;: -0.5, &#x27;variance&#x27;: 1.0}</dd></dl></div><div class='xr-var-data'><pre>array([ 0.03491194,  0.03491194,  0.03491194, ..., 11.50651472,\n",
-       "       11.50651472, 11.50651472])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tran_shk</span></div><div class='xr-var-dims'>(atom)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.03491 0.05308 ... 6.966 11.51</div><input id='attrs-b7030fc9-6274-4f6b-8001-ae67b679f1fb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b7030fc9-6274-4f6b-8001-ae67b679f1fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-123edb0a-dea5-4cb5-a4b5-2ae819f5f476' class='xr-var-data-in' type='checkbox'><label for='data-123edb0a-dea5-4cb5-a4b5-2ae819f5f476' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>name :</span></dt><dd>Transitory Shocks to Income</dd><dt><span>limit :</span></dt><dd>{&#x27;type&#x27;: &#x27;Lognormal&#x27;, &#x27;mean&#x27;: -0.5, &#x27;variance&#x27;: 1.0}</dd></dl></div><div class='xr-var-data'><pre>array([ 0.03491194,  0.0530801 ,  0.06439949, ...,  5.72401042,\n",
-       "        6.9659349 , 11.50651472])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8a5ed23b-2da0-4fdb-aac1-584a9908cce7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8a5ed23b-2da0-4fdb-aac1-584a9908cce7' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-f53bff8c-3d9e-434e-84f7-c1ab7d657cd7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f53bff8c-3d9e-434e-84f7-c1ab7d657cd7' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>name :</span></dt><dd>Distribution of Shocks to Income</dd></dl></div></li></ul></div></div>"
+       "    name:     Distribution of Shocks to Income</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-5aa5cf48-6fa3-43f0-b1e2-2632a2881fd3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5aa5cf48-6fa3-43f0-b1e2-2632a2881fd3' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>atom</span>: 40000</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7c096932-5176-4b50-82a6-d0168a48e8d9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7c096932-5176-4b50-82a6-d0168a48e8d9' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-1ab7ae09-a360-473f-9654-4baacaeb807c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1ab7ae09-a360-473f-9654-4baacaeb807c' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>perm_shk</span></div><div class='xr-var-dims'>(atom)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.03491 0.03491 ... 11.51 11.51</div><input id='attrs-76a8c9a4-c2d5-4d83-97ee-c67da2f1a861' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-76a8c9a4-c2d5-4d83-97ee-c67da2f1a861' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9fe826e6-187e-4b85-887f-86f1c773a2b8' class='xr-var-data-in' type='checkbox'><label for='data-9fe826e6-187e-4b85-887f-86f1c773a2b8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>name :</span></dt><dd>Permanent Shocks to Income</dd><dt><span>limit :</span></dt><dd>{&#x27;type&#x27;: &#x27;Lognormal&#x27;, &#x27;mean&#x27;: -0.5, &#x27;variance&#x27;: 1.0}</dd></dl></div><div class='xr-var-data'><pre>array([ 0.03491194,  0.03491194,  0.03491194, ..., 11.50651472,\n",
+       "       11.50651472, 11.50651472])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tran_shk</span></div><div class='xr-var-dims'>(atom)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.03491 0.05308 ... 6.966 11.51</div><input id='attrs-9c2ff459-56b7-41d8-9000-50153e5751a3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9c2ff459-56b7-41d8-9000-50153e5751a3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-767f36fb-7ef8-4295-a18e-42a4f905d022' class='xr-var-data-in' type='checkbox'><label for='data-767f36fb-7ef8-4295-a18e-42a4f905d022' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>name :</span></dt><dd>Transitory Shocks to Income</dd><dt><span>limit :</span></dt><dd>{&#x27;type&#x27;: &#x27;Lognormal&#x27;, &#x27;mean&#x27;: -0.5, &#x27;variance&#x27;: 1.0}</dd></dl></div><div class='xr-var-data'><pre>array([ 0.03491194,  0.0530801 ,  0.06439949, ...,  5.72401042,\n",
+       "        6.9659349 , 11.50651472])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-17038cf2-8ae4-479d-95e6-835dd4e13d95' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-17038cf2-8ae4-479d-95e6-835dd4e13d95' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-a4587e4e-2521-45ff-9c84-d984fe018b74' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a4587e4e-2521-45ff-9c84-d984fe018b74' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>name :</span></dt><dd>Distribution of Shocks to Income</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset>\n",
@@ -553,7 +553,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "38.1 ms ± 6.25 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "21 ms ± 2.8 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -582,7 +582,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "291 ms ± 25.7 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "388 ms ± 10.4 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -689,7 +689,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "55.4 ms ± 383 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "35.5 ms ± 2.17 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -730,7 +730,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.12"
+   "version": "3.10.13"
   },
   "vscode": {
    "interpreter": {

diff --git a/examples/Distributions/ExpectedValue.ipynb b/examples/Distributions/ExpectedValue.ipynb