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add notebook links to family table (#774)
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@GStechschulte
GStechschulte authored Feb 4, 2024
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58 changes: 29 additions & 29 deletions docs/notebooks/getting_started.ipynb
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"\n",
"<center>\n",
"\n",
"|Family name |Response distribution | Default link |\n",
"|:----------------------------- |:------------------------------- |:--------------- |\n",
"asymmetriclaplace | AsymmetricLaplace | identity |\n",
"bernoulli | Bernoulli | logit |\n",
"beta | Beta | logit |\n",
"beta_binomial | BetaBinomial | logit |\n",
"binomial | Binomial | logit | \n",
"categorical | Categorical | softmax | \n",
"cumulative | Cumulative | logit | \n",
"dirichlet_multinomial | DirichletMultinomial | logit |\n",
"exponential | Exponential | log | \n",
"gamma | Gamma | inverse |\n",
"gaussian | Normal | identity |\n",
"hurdle_gamma | HurdleGamma | log |\n",
"hurdle_lognormal | HurdleLogNormal | identity |\n",
"hurdle_negativebinomial | HurdleNegativeBinomial | log |\n",
"hurdle_poisson | HurdlePoisson | log |\n",
"multinomial | Multinomial | softmax |\n",
"negativebinomial | NegativeBinomial | log |\n",
"laplace | Laplace | identity |\n",
"poisson | Poisson | log |\n",
"sratio | StoppingRatio | logit |\n",
"t | StudentT | identity |\n",
"vonmises | VonMises | tan(x / 2) |\n",
"wald | InverseGaussian | inverse squared |\n",
"weibull | Weibull | log |\n",
"zero_inflated_binomial | ZeroInflatedBinomial | logit |\n",
"zero_inflated_negativebinomial | ZeroInflatedNegativeBinomial | log |\n",
"zero_inflated_poisson | ZeroInflatedPoisson | log |\n",
"|Family name |Response distribution | Default link | Example notebook |\n",
"|:----------------------------- |:------------------------------- |:--------------- |:-----------------|\n",
"asymmetriclaplace | AsymmetricLaplace | identity | [Quantile Regression](https://bambinos.github.io/bambi/notebooks/quantile_regression.html#quantile-regression) |\n",
"bernoulli | Bernoulli | logit | [Logistic Regression](https://bambinos.github.io/bambi/notebooks/logistic_regression.html) |\n",
"beta | Beta | logit | [Beta Regression](https://bambinos.github.io/bambi/notebooks/beta_regression.html) |\n",
"beta_binomial | BetaBinomial | logit | _To be added_ |\n",
"binomial | Binomial | logit | [Hierarchical Logistic Regression](https://bambinos.github.io/bambi/notebooks/hierarchical_binomial_bambi.html) | \n",
"categorical | Categorical | softmax | [Categorical Regression](https://bambinos.github.io/bambi/notebooks/categorical_regression.html) | \n",
"cumulative | Cumulative | logit | [Ordinal Models](https://bambinos.github.io/bambi/notebooks/ordinal_regression.html#cumulative-model) | \n",
"dirichlet_multinomial | DirichletMultinomial | logit | _To be added_ |\n",
"exponential | Exponential | log | [Survival Models](https://bambinos.github.io/bambi/notebooks/survival_model.html#survival-models) | \n",
"gamma | Gamma | inverse | [Gamma Regression](https://bambinos.github.io/bambi/notebooks/wald_gamma_glm.html) |\n",
"gaussian | Normal | identity | [Multiple Linear Regression](https://bambinos.github.io/bambi/notebooks/ESCS_multiple_regression.html) |\n",
"hurdle_gamma | HurdleGamma | log | _To be added_ |\n",
"hurdle_lognormal | HurdleLogNormal | identity | _To be added_ |\n",
"hurdle_negativebinomial | HurdleNegativeBinomial | log | _To be added_ |\n",
"hurdle_poisson | HurdlePoisson | log | [Hurdle Poisson Regression](https://bambinos.github.io/bambi/notebooks/zero_inflated_regression.html#hurdle-poisson) |\n",
"multinomial | Multinomial | softmax | _To be added_ |\n",
"negativebinomial | NegativeBinomial | log | [Negative Binomial Regression](https://bambinos.github.io/bambi/notebooks/negative_binomial.html) |\n",
"laplace | Laplace | identity | _To be added_ |\n",
"poisson | Poisson | log | [Gaussian Processes with a Poisson likelihood](https://bambinos.github.io/bambi/notebooks/hsgp_2d.html#a-more-complex-example-poisson-likelihood-with-group-specific-effects) |\n",
"sratio | StoppingRatio | logit | [Ordinal Models](https://bambinos.github.io/bambi/notebooks/ordinal_regression.html#sequential-model) |\n",
"t | StudentT | identity | [Robust Linear Regression](https://bambinos.github.io/bambi/notebooks/t_regression.html) |\n",
"vonmises | VonMises | tan(x / 2) | [Circular Regression](https://bambinos.github.io/bambi/notebooks/circular_regression.html#circular-regression) |\n",
"wald | InverseGaussian | inverse squared | [Wald Regression](https://bambinos.github.io/bambi/notebooks/wald_gamma_glm.html) |\n",
"weibull | Weibull | log | _To be added_ |\n",
"zero_inflated_binomial | ZeroInflatedBinomial | logit | _To be added_ |\n",
"zero_inflated_negativebinomial | ZeroInflatedNegativeBinomial | log | _To be added_ |\n",
"zero_inflated_poisson | ZeroInflatedPoisson | log | [Zero Inflated Poisson Regression](https://bambinos.github.io/bambi/notebooks/zero_inflated_regression.html#zero-inflated-poisson)|\n",
"\n",
"\n",
"</center>\n",
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