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Quarto GHA Workflow Runner committed Feb 4, 2024
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2 changes: 1 addition & 1 deletion .nojekyll
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33 changes: 28 additions & 5 deletions notebooks/getting_started.html
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Expand Up @@ -819,153 +819,176 @@ <h2 class="anchored" data-anchor-id="families">Families</h2>
<p>The following table summarizes the currently available families and their associated links:</p>
<center>
<table class="table">
<colgroup>
<col style="width: 38%">
<col style="width: 41%">
<col style="width: 20%">
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Family name</th>
<th style="text-align: left;">Response distribution</th>
<th style="text-align: left;">Default link</th>
<th style="text-align: left;">Example notebook</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td style="text-align: left;">asymmetriclaplace</td>
<td style="text-align: left;">AsymmetricLaplace</td>
<td style="text-align: left;">identity</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/quantile_regression.html#quantile-regression">Quantile Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">bernoulli</td>
<td style="text-align: left;">Bernoulli</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/logistic_regression.html">Logistic Regression</a></td>
</tr>
<tr class="odd">
<td style="text-align: left;">beta</td>
<td style="text-align: left;">Beta</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/beta_regression.html">Beta Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">beta_binomial</td>
<td style="text-align: left;">BetaBinomial</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">binomial</td>
<td style="text-align: left;">Binomial</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/hierarchical_binomial_bambi.html">Hierarchical Logistic Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">categorical</td>
<td style="text-align: left;">Categorical</td>
<td style="text-align: left;">softmax</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/categorical_regression.html">Categorical Regression</a></td>
</tr>
<tr class="odd">
<td style="text-align: left;">cumulative</td>
<td style="text-align: left;">Cumulative</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/ordinal_regression.html#cumulative-model">Ordinal Models</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">dirichlet_multinomial</td>
<td style="text-align: left;">DirichletMultinomial</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">exponential</td>
<td style="text-align: left;">Exponential</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/survival_model.html#survival-models">Survival Models</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">gamma</td>
<td style="text-align: left;">Gamma</td>
<td style="text-align: left;">inverse</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/wald_gamma_glm.html">Gamma Regression</a></td>
</tr>
<tr class="odd">
<td style="text-align: left;">gaussian</td>
<td style="text-align: left;">Normal</td>
<td style="text-align: left;">identity</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/ESCS_multiple_regression.html">Multiple Linear Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">hurdle_gamma</td>
<td style="text-align: left;">HurdleGamma</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">hurdle_lognormal</td>
<td style="text-align: left;">HurdleLogNormal</td>
<td style="text-align: left;">identity</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="even">
<td style="text-align: left;">hurdle_negativebinomial</td>
<td style="text-align: left;">HurdleNegativeBinomial</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">hurdle_poisson</td>
<td style="text-align: left;">HurdlePoisson</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/zero_inflated_regression.html#hurdle-poisson">Hurdle Poisson Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">multinomial</td>
<td style="text-align: left;">Multinomial</td>
<td style="text-align: left;">softmax</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">negativebinomial</td>
<td style="text-align: left;">NegativeBinomial</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/negative_binomial.html">Negative Binomial Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">laplace</td>
<td style="text-align: left;">Laplace</td>
<td style="text-align: left;">identity</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">poisson</td>
<td style="text-align: left;">Poisson</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/hsgp_2d.html#a-more-complex-example-poisson-likelihood-with-group-specific-effects">Gaussian Processes with a Poisson likelihood</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">sratio</td>
<td style="text-align: left;">StoppingRatio</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/ordinal_regression.html#sequential-model">Ordinal Models</a></td>
</tr>
<tr class="odd">
<td style="text-align: left;">t</td>
<td style="text-align: left;">StudentT</td>
<td style="text-align: left;">identity</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/t_regression.html">Robust Linear Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">vonmises</td>
<td style="text-align: left;">VonMises</td>
<td style="text-align: left;">tan(x / 2)</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/circular_regression.html#circular-regression">Circular Regression</a></td>
</tr>
<tr class="odd">
<td style="text-align: left;">wald</td>
<td style="text-align: left;">InverseGaussian</td>
<td style="text-align: left;">inverse squared</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/wald_gamma_glm.html">Wald Regression</a></td>
</tr>
<tr class="even">
<td style="text-align: left;">weibull</td>
<td style="text-align: left;">Weibull</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">zero_inflated_binomial</td>
<td style="text-align: left;">ZeroInflatedBinomial</td>
<td style="text-align: left;">logit</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="even">
<td style="text-align: left;">zero_inflated_negativebinomial</td>
<td style="text-align: left;">ZeroInflatedNegativeBinomial</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><em>To be added</em></td>
</tr>
<tr class="odd">
<td style="text-align: left;">zero_inflated_poisson</td>
<td style="text-align: left;">ZeroInflatedPoisson</td>
<td style="text-align: left;">log</td>
<td style="text-align: left;"><a href="https://bambinos.github.io/bambi/notebooks/zero_inflated_regression.html#zero-inflated-poisson">Zero Inflated Poisson Regression</a></td>
</tr>
</tbody>
</table>
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