Internal Classes
The following summarizes classes and functions that are not intended to be
directly used, but of interest only for internal use or for a developer who
wants to extend on existing model classes.
Module Reference
Model and Results Classes
These are the base classes for both the estimation models and the results.
They are not directly useful, but layout the structure of the subclasses and
define some common methods.
ContrastResults ([t, F, sd, effect, ...])
|
Class for results of tests of linear restrictions on coefficients in a model. |
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"base.model.LikelihoodModel" -> "base.model.GenericLikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"base.model.GenericLikelihoodModelResults" [URL="generated/statsmodels.base.model.GenericLikelihoodModelResults.html#statsmodels.base.model.GenericLikelihoodModelResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for the discrete dependent variable models."];
"base.model.LikelihoodModelResults" -> "base.model.GenericLikelihoodModelResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"base.model.ResultMixin" -> "base.model.GenericLikelihoodModelResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"base.model.LikelihoodModel" [URL="generated/statsmodels.base.model.LikelihoodModel.html#statsmodels.base.model.LikelihoodModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Likelihood model is a subclass of Model."];
"base.model.Model" -> "base.model.LikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"base.model.LikelihoodModelResults" [URL="generated/statsmodels.base.model.LikelihoodModelResults.html#statsmodels.base.model.LikelihoodModelResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain results from likelihood models"];
"base.model.Results" -> "base.model.LikelihoodModelResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"base.model.LikelihoodResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"base.wrapper.ResultsWrapper" -> "base.model.LikelihoodResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"base.model.Model" [URL="generated/statsmodels.base.model.Model.html#statsmodels.base.model.Model",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A (predictive) statistical model. Intended to be subclassed not used."];
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"discrete.discrete_model.DiscreteModel" -> "discrete.discrete_model.BinaryModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"discrete.discrete_model.DiscreteResults" -> "discrete.discrete_model.BinaryResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.BinaryResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.BinaryResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.CountModel" [URL="../generated/statsmodels.discrete.discrete_model.CountModel.html#statsmodels.discrete.discrete_model.CountModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top"];
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"discrete.discrete_model.DiscreteResults" -> "discrete.discrete_model.CountResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.CountResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"base.model.LikelihoodModel" -> "discrete.discrete_model.DiscreteModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.DiscreteResults" [URL="../generated/statsmodels.discrete.discrete_model.DiscreteResults.html#statsmodels.discrete.discrete_model.DiscreteResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for the discrete dependent variable models."];
"base.model.LikelihoodModelResults" -> "discrete.discrete_model.DiscreteResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.GeneralizedPoisson" [URL="../generated/statsmodels.discrete.discrete_model.GeneralizedPoisson.html#statsmodels.discrete.discrete_model.GeneralizedPoisson",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Poisson Model"];
"discrete.discrete_model.CountModel" -> "discrete.discrete_model.GeneralizedPoisson" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.GeneralizedPoissonResults" [URL="../generated/statsmodels.discrete.discrete_model.GeneralizedPoissonResults.html#statsmodels.discrete.discrete_model.GeneralizedPoissonResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for Generalized Poisson"];
"discrete.discrete_model.NegativeBinomialResults" -> "discrete.discrete_model.GeneralizedPoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.GeneralizedPoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"discrete.discrete_model.BinaryResults" -> "discrete.discrete_model.L1BinaryResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.L1BinaryResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.L1CountResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A results class for count data fit by l1 regularization"];
"discrete.discrete_model.DiscreteResults" -> "discrete.discrete_model.L1CountResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.L1CountResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"discrete.discrete_model.L1CountResults" -> "discrete.discrete_model.L1GeneralizedPoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.GeneralizedPoissonResults" -> "discrete.discrete_model.L1GeneralizedPoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.L1GeneralizedPoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"discrete.discrete_model.MultinomialResults" -> "discrete.discrete_model.L1MultinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.L1MultinomialResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.L1MultinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.L1NegativeBinomialResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"discrete.discrete_model.L1CountResults" -> "discrete.discrete_model.L1NegativeBinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.NegativeBinomialResults" -> "discrete.discrete_model.L1NegativeBinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
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"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.L1NegativeBinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.L1PoissonResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"discrete.discrete_model.L1CountResults" -> "discrete.discrete_model.L1PoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.PoissonResults" -> "discrete.discrete_model.L1PoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.L1PoissonResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.L1PoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.Logit" [URL="../generated/statsmodels.discrete.discrete_model.Logit.html#statsmodels.discrete.discrete_model.Logit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Logit Model"];
"discrete.discrete_model.BinaryModel" -> "discrete.discrete_model.Logit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.LogitResults" [URL="../generated/statsmodels.discrete.discrete_model.LogitResults.html#statsmodels.discrete.discrete_model.LogitResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for Logit Model"];
"discrete.discrete_model.BinaryResults" -> "discrete.discrete_model.LogitResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.MNLogit" [URL="../generated/statsmodels.discrete.discrete_model.MNLogit.html#statsmodels.discrete.discrete_model.MNLogit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Multinomial Logit Model"];
"discrete.discrete_model.MultinomialModel" -> "discrete.discrete_model.MNLogit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.MultinomialModel" [URL="../generated/statsmodels.discrete.discrete_model.MultinomialModel.html#statsmodels.discrete.discrete_model.MultinomialModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top"];
"discrete.discrete_model.BinaryModel" -> "discrete.discrete_model.MultinomialModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.MultinomialResults" [URL="../generated/statsmodels.discrete.discrete_model.MultinomialResults.html#statsmodels.discrete.discrete_model.MultinomialResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for multinomial data"];
"discrete.discrete_model.DiscreteResults" -> "discrete.discrete_model.MultinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.MultinomialResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.MultinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.NegativeBinomial" [URL="../generated/statsmodels.discrete.discrete_model.NegativeBinomial.html#statsmodels.discrete.discrete_model.NegativeBinomial",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Negative Binomial Model"];
"discrete.discrete_model.CountModel" -> "discrete.discrete_model.NegativeBinomial" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.NegativeBinomialP" [URL="../generated/statsmodels.discrete.discrete_model.NegativeBinomialP.html#statsmodels.discrete.discrete_model.NegativeBinomialP",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Negative Binomial (NB-P) Model"];
"discrete.discrete_model.CountModel" -> "discrete.discrete_model.NegativeBinomialP" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.NegativeBinomialResults" [URL="../generated/statsmodels.discrete.discrete_model.NegativeBinomialResults.html#statsmodels.discrete.discrete_model.NegativeBinomialResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for NegativeBinomial 1 and 2"];
"discrete.discrete_model.CountResults" -> "discrete.discrete_model.NegativeBinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.NegativeBinomialResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.NegativeBinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.OrderedResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A results class for ordered discrete data."];
"discrete.discrete_model.DiscreteResults" -> "discrete.discrete_model.OrderedResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.OrderedResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.OrderedResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.Poisson" [URL="../generated/statsmodels.discrete.discrete_model.Poisson.html#statsmodels.discrete.discrete_model.Poisson",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Poisson Model"];
"discrete.discrete_model.CountModel" -> "discrete.discrete_model.Poisson" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.PoissonResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"discrete.discrete_model.CountResults" -> "discrete.discrete_model.PoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.PoissonResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"regression.linear_model.RegressionResultsWrapper" -> "discrete.discrete_model.PoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.Probit" [URL="../generated/statsmodels.discrete.discrete_model.Probit.html#statsmodels.discrete.discrete_model.Probit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Probit Model"];
"discrete.discrete_model.BinaryModel" -> "discrete.discrete_model.Probit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"discrete.discrete_model.ProbitResults" [URL="../generated/statsmodels.discrete.discrete_model.ProbitResults.html#statsmodels.discrete.discrete_model.ProbitResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for Probit Model"];
"discrete.discrete_model.BinaryResults" -> "discrete.discrete_model.ProbitResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"miscmodels.count.NonlinearDeltaCov" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Asymptotic covariance by Deltamethod"];
"miscmodels.count.PoissonGMLE" [URL="../generated/statsmodels.miscmodels.count.PoissonGMLE.html#statsmodels.miscmodels.count.PoissonGMLE",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Maximum Likelihood Estimation of Poisson Model"];
"base.model.GenericLikelihoodModel" -> "miscmodels.count.PoissonGMLE" [arrowsize=0.5,style="setlinewidth(0.5)"];
"miscmodels.count.PoissonOffsetGMLE" [URL="../generated/statsmodels.miscmodels.count.PoissonOffsetGMLE.html#statsmodels.miscmodels.count.PoissonOffsetGMLE",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Maximum Likelihood Estimation of Poisson Model"];
"base.model.GenericLikelihoodModel" -> "miscmodels.count.PoissonOffsetGMLE" [arrowsize=0.5,style="setlinewidth(0.5)"];
"miscmodels.count.PoissonZiGMLE" [URL="../generated/statsmodels.miscmodels.count.PoissonZiGMLE.html#statsmodels.miscmodels.count.PoissonZiGMLE",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Maximum Likelihood Estimation of Poisson Model"];
"base.model.GenericLikelihoodModel" -> "miscmodels.count.PoissonZiGMLE" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.GLS" [URL="../generated/statsmodels.regression.linear_model.GLS.html#statsmodels.regression.linear_model.GLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Least Squares"];
"regression.linear_model.RegressionModel" -> "regression.linear_model.GLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.GLSAR" [URL="../generated/statsmodels.regression.linear_model.GLSAR.html#statsmodels.regression.linear_model.GLSAR",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Least Squares with AR covariance structure"];
"regression.linear_model.GLS" -> "regression.linear_model.GLSAR" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.OLS" [URL="../generated/statsmodels.regression.linear_model.OLS.html#statsmodels.regression.linear_model.OLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Ordinary Least Squares"];
"regression.linear_model.WLS" -> "regression.linear_model.OLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.OLSResults" [URL="../generated/statsmodels.regression.linear_model.OLSResults.html#statsmodels.regression.linear_model.OLSResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Results class for for an OLS model."];
"regression.linear_model.RegressionResults" -> "regression.linear_model.OLSResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.RegressionModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for linear regression models. Should not be directly called."];
"base.model.LikelihoodModel" -> "regression.linear_model.RegressionModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.RegressionResults" [URL="../generated/statsmodels.regression.linear_model.RegressionResults.html#statsmodels.regression.linear_model.RegressionResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="This class summarizes the fit of a linear regression model."];
"base.model.LikelihoodModelResults" -> "regression.linear_model.RegressionResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.RegressionResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"base.wrapper.ResultsWrapper" -> "regression.linear_model.RegressionResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"regression.linear_model.WLS" [URL="../generated/statsmodels.regression.linear_model.WLS.html#statsmodels.regression.linear_model.WLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Weighted Least Squares"];
"regression.linear_model.RegressionModel" -> "regression.linear_model.WLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
}
digraph inheritanceab4ace50c5 {
bgcolor=transparent;
fontsize=14;
rankdir=LR;
ratio=compress;
size="";
"GLS" [URL="../generated/statsmodels.regression.linear_model.GLS.html#statsmodels.regression.linear_model.GLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Least Squares"];
"RegressionModel" -> "GLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GLSAR" [URL="../generated/statsmodels.regression.linear_model.GLSAR.html#statsmodels.regression.linear_model.GLSAR",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Least Squares with AR covariance structure"];
"GLS" -> "GLSAR" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModel" [URL="generated/statsmodels.base.model.LikelihoodModel.html#statsmodels.base.model.LikelihoodModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Likelihood model is a subclass of Model."];
"Model" -> "LikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Model" [URL="generated/statsmodels.base.model.Model.html#statsmodels.base.model.Model",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A (predictive) statistical model. Intended to be subclassed not used."];
"OLS" [URL="../generated/statsmodels.regression.linear_model.OLS.html#statsmodels.regression.linear_model.OLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Ordinary Least Squares"];
"WLS" -> "OLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RegressionModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for linear regression models. Should not be directly called."];
"LikelihoodModel" -> "RegressionModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"WLS" [URL="../generated/statsmodels.regression.linear_model.WLS.html#statsmodels.regression.linear_model.WLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Weighted Least Squares"];
"RegressionModel" -> "WLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
}
Linear Model
digraph inheritanceb120f7d520 {
bgcolor=transparent;
fontsize=14;
rankdir=LR;
ratio=compress;
size="";
"GLS" [URL="../generated/statsmodels.regression.linear_model.GLS.html#statsmodels.regression.linear_model.GLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Least Squares"];
"RegressionModel" -> "GLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GLSAR" [URL="../generated/statsmodels.regression.linear_model.GLSAR.html#statsmodels.regression.linear_model.GLSAR",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Least Squares with AR covariance structure"];
"GLS" -> "GLSAR" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModel" [URL="generated/statsmodels.base.model.LikelihoodModel.html#statsmodels.base.model.LikelihoodModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Likelihood model is a subclass of Model."];
"Model" -> "LikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModelResults" [URL="generated/statsmodels.base.model.LikelihoodModelResults.html#statsmodels.base.model.LikelihoodModelResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain results from likelihood models"];
"Results" -> "LikelihoodModelResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Model" [URL="generated/statsmodels.base.model.Model.html#statsmodels.base.model.Model",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A (predictive) statistical model. Intended to be subclassed not used."];
"OLS" [URL="../generated/statsmodels.regression.linear_model.OLS.html#statsmodels.regression.linear_model.OLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Ordinary Least Squares"];
"WLS" -> "OLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
"OLSResults" [URL="../generated/statsmodels.regression.linear_model.OLSResults.html#statsmodels.regression.linear_model.OLSResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Results class for for an OLS model."];
"RegressionResults" -> "OLSResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RegressionModel" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Base class for linear regression models. Should not be directly called."];
"LikelihoodModel" -> "RegressionModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RegressionResults" [URL="../generated/statsmodels.regression.linear_model.RegressionResults.html#statsmodels.regression.linear_model.RegressionResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="This class summarizes the fit of a linear regression model."];
"LikelihoodModelResults" -> "RegressionResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RegressionResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"ResultsWrapper" -> "RegressionResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Results" [URL="generated/statsmodels.base.model.Results.html#statsmodels.base.model.Results",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain model results"];
"ResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Class which wraps a statsmodels estimation Results class and steps in to"];
"WLS" [URL="../generated/statsmodels.regression.linear_model.WLS.html#statsmodels.regression.linear_model.WLS",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Weighted Least Squares"];
"RegressionModel" -> "WLS" [arrowsize=0.5,style="setlinewidth(0.5)"];
}
Generalized Linear Model
digraph inheritancea82bacdc4b {
bgcolor=transparent;
fontsize=14;
rankdir=LR;
ratio=compress;
size="";
"Binomial" [URL="../generated/statsmodels.genmod.families.family.Binomial.html#statsmodels.genmod.families.family.Binomial",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Binomial exponential family distribution."];
"Family" -> "Binomial" [arrowsize=0.5,style="setlinewidth(0.5)"];
"CDFLink" [URL="../generated/statsmodels.genmod.families.links.CDFLink.html#statsmodels.genmod.families.links.CDFLink",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The use the CDF of a scipy.stats distribution"];
"Logit" -> "CDFLink" [arrowsize=0.5,style="setlinewidth(0.5)"];
"CLogLog" [URL="../generated/statsmodels.genmod.families.links.CLogLog.html#statsmodels.genmod.families.links.CLogLog",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The complementary log-log transform"];
"Logit" -> "CLogLog" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Family" [URL="../generated/statsmodels.genmod.families.family.Family.html#statsmodels.genmod.families.family.Family",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The parent class for one-parameter exponential families."];
"GLM" [URL="../generated/statsmodels.genmod.generalized_linear_model.GLM.html#statsmodels.genmod.generalized_linear_model.GLM",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Linear Models"];
"LikelihoodModel" -> "GLM" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GLMResults" [URL="../generated/statsmodels.genmod.generalized_linear_model.GLMResults.html#statsmodels.genmod.generalized_linear_model.GLMResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain GLM results."];
"LikelihoodModelResults" -> "GLMResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GLMResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "GLMResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Gamma" [URL="../generated/statsmodels.genmod.families.family.Gamma.html#statsmodels.genmod.families.family.Gamma",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Gamma exponential family distribution."];
"Family" -> "Gamma" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Gaussian" [URL="../generated/statsmodels.genmod.families.family.Gaussian.html#statsmodels.genmod.families.family.Gaussian",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Gaussian exponential family distribution."];
"Family" -> "Gaussian" [arrowsize=0.5,style="setlinewidth(0.5)"];
"InverseGaussian" [URL="../generated/statsmodels.genmod.families.family.InverseGaussian.html#statsmodels.genmod.families.family.InverseGaussian",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="InverseGaussian exponential family."];
"Family" -> "InverseGaussian" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModel" [URL="generated/statsmodels.base.model.LikelihoodModel.html#statsmodels.base.model.LikelihoodModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Likelihood model is a subclass of Model."];
"Model" -> "LikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModelResults" [URL="generated/statsmodels.base.model.LikelihoodModelResults.html#statsmodels.base.model.LikelihoodModelResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain results from likelihood models"];
"Results" -> "LikelihoodModelResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Link" [URL="../generated/statsmodels.genmod.families.links.Link.html#statsmodels.genmod.families.links.Link",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A generic link function for one-parameter exponential family."];
"Log" [URL="../generated/statsmodels.genmod.families.links.Log.html#statsmodels.genmod.families.links.Log",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The log transform"];
"Link" -> "Log" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LogLog" [URL="../generated/statsmodels.genmod.families.links.LogLog.html#statsmodels.genmod.families.links.LogLog",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The log-log transform"];
"Logit" -> "LogLog" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Logit" [URL="../generated/statsmodels.genmod.families.links.Logit.html#statsmodels.genmod.families.links.Logit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The logit transform"];
"Link" -> "Logit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Model" [URL="generated/statsmodels.base.model.Model.html#statsmodels.base.model.Model",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A (predictive) statistical model. Intended to be subclassed not used."];
"NegativeBinomial" [URL="../generated/statsmodels.genmod.families.family.NegativeBinomial.html#statsmodels.genmod.families.family.NegativeBinomial",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Negative Binomial exponential family (corresponds to NB2)."];
"Family" -> "NegativeBinomial" [arrowsize=0.5,style="setlinewidth(0.5)"];
"NegativeBinomial" [URL="../generated/statsmodels.genmod.families.links.NegativeBinomial.html#statsmodels.genmod.families.links.NegativeBinomial",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The negative binomial link function"];
"Link" -> "NegativeBinomial" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Poisson" [URL="../generated/statsmodels.genmod.families.family.Poisson.html#statsmodels.genmod.families.family.Poisson",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Poisson exponential family."];
"Family" -> "Poisson" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Power" [URL="../generated/statsmodels.genmod.families.links.Power.html#statsmodels.genmod.families.links.Power",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The power transform"];
"Link" -> "Power" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RegressionResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"ResultsWrapper" -> "RegressionResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Results" [URL="generated/statsmodels.base.model.Results.html#statsmodels.base.model.Results",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain model results"];
"ResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Class which wraps a statsmodels estimation Results class and steps in to"];
"Tweedie" [URL="../generated/statsmodels.genmod.families.family.Tweedie.html#statsmodels.genmod.families.family.Tweedie",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Tweedie family."];
"Family" -> "Tweedie" [arrowsize=0.5,style="setlinewidth(0.5)"];
"cauchy" [URL="../generated/statsmodels.genmod.families.links.cauchy.html#statsmodels.genmod.families.links.cauchy",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The Cauchy (standard Cauchy CDF) transform"];
"CDFLink" -> "cauchy" [arrowsize=0.5,style="setlinewidth(0.5)"];
"cloglog" [URL="../generated/statsmodels.genmod.families.links.cloglog.html#statsmodels.genmod.families.links.cloglog",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The CLogLog transform link function."];
"CLogLog" -> "cloglog" [arrowsize=0.5,style="setlinewidth(0.5)"];
"identity" [URL="../generated/statsmodels.genmod.families.links.identity.html#statsmodels.genmod.families.links.identity",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The identity transform"];
"Power" -> "identity" [arrowsize=0.5,style="setlinewidth(0.5)"];
"inverse_power" [URL="../generated/statsmodels.genmod.families.links.inverse_power.html#statsmodels.genmod.families.links.inverse_power",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The inverse transform"];
"Power" -> "inverse_power" [arrowsize=0.5,style="setlinewidth(0.5)"];
"inverse_squared" [URL="../generated/statsmodels.genmod.families.links.inverse_squared.html#statsmodels.genmod.families.links.inverse_squared",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The inverse squared transform"];
"Power" -> "inverse_squared" [arrowsize=0.5,style="setlinewidth(0.5)"];
"log" [URL="../generated/statsmodels.genmod.families.links.log.html#statsmodels.genmod.families.links.log",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The log transform"];
"Log" -> "log" [arrowsize=0.5,style="setlinewidth(0.5)"];
"logit" [URL="../generated/statsmodels.genmod.families.links.logit.html#statsmodels.genmod.families.links.logit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top"];
"Logit" -> "logit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"loglog" [URL="../generated/statsmodels.genmod.families.links.loglog.html#statsmodels.genmod.families.links.loglog",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The LogLog transform link function."];
"LogLog" -> "loglog" [arrowsize=0.5,style="setlinewidth(0.5)"];
"nbinom" [URL="../generated/statsmodels.genmod.families.links.nbinom.html#statsmodels.genmod.families.links.nbinom",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The negative binomial link function."];
"NegativeBinomial" -> "nbinom" [arrowsize=0.5,style="setlinewidth(0.5)"];
"probit" [URL="../generated/statsmodels.genmod.families.links.probit.html#statsmodels.genmod.families.links.probit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="The probit (standard normal CDF) transform"];
"CDFLink" -> "probit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"sqrt" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="The square-root transform"];
"Power" -> "sqrt" [arrowsize=0.5,style="setlinewidth(0.5)"];
}
Discrete Model
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"BinaryModel" [URL="../generated/statsmodels.discrete.discrete_model.BinaryModel.html#statsmodels.discrete.discrete_model.BinaryModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top"];
"DiscreteModel" -> "BinaryModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"BinaryResults" [URL="../generated/statsmodels.discrete.discrete_model.BinaryResults.html#statsmodels.discrete.discrete_model.BinaryResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for binary data"];
"DiscreteResults" -> "BinaryResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"BinaryResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "BinaryResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"CountModel" [URL="../generated/statsmodels.discrete.discrete_model.CountModel.html#statsmodels.discrete.discrete_model.CountModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top"];
"DiscreteModel" -> "CountModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"CountResults" [URL="../generated/statsmodels.discrete.discrete_model.CountResults.html#statsmodels.discrete.discrete_model.CountResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for count data"];
"DiscreteResults" -> "CountResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"CountResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "CountResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"DiscreteModel" [URL="../generated/statsmodels.discrete.discrete_model.DiscreteModel.html#statsmodels.discrete.discrete_model.DiscreteModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Abstract class for discrete choice models."];
"LikelihoodModel" -> "DiscreteModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"DiscreteResults" [URL="../generated/statsmodels.discrete.discrete_model.DiscreteResults.html#statsmodels.discrete.discrete_model.DiscreteResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for the discrete dependent variable models."];
"LikelihoodModelResults" -> "DiscreteResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GeneralizedPoisson" [URL="../generated/statsmodels.discrete.discrete_model.GeneralizedPoisson.html#statsmodels.discrete.discrete_model.GeneralizedPoisson",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Poisson Model"];
"CountModel" -> "GeneralizedPoisson" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GeneralizedPoissonResults" [URL="../generated/statsmodels.discrete.discrete_model.GeneralizedPoissonResults.html#statsmodels.discrete.discrete_model.GeneralizedPoissonResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for Generalized Poisson"];
"NegativeBinomialResults" -> "GeneralizedPoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GeneralizedPoissonResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "GeneralizedPoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1BinaryResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Results instance for binary data fit by l1 regularization"];
"BinaryResults" -> "L1BinaryResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1BinaryResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "L1BinaryResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1CountResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A results class for count data fit by l1 regularization"];
"DiscreteResults" -> "L1CountResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1CountResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "L1CountResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1GeneralizedPoissonResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"L1CountResults" -> "L1GeneralizedPoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"GeneralizedPoissonResults" -> "L1GeneralizedPoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1GeneralizedPoissonResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "L1GeneralizedPoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1MultinomialResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A results class for multinomial data fit by l1 regularization"];
"MultinomialResults" -> "L1MultinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1MultinomialResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "L1MultinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1NegativeBinomialResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"L1CountResults" -> "L1NegativeBinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"NegativeBinomialResults" -> "L1NegativeBinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1NegativeBinomialResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "L1NegativeBinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1PoissonResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"L1CountResults" -> "L1PoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"PoissonResults" -> "L1PoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"L1PoissonResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "L1PoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModel" [URL="generated/statsmodels.base.model.LikelihoodModel.html#statsmodels.base.model.LikelihoodModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Likelihood model is a subclass of Model."];
"Model" -> "LikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModelResults" [URL="generated/statsmodels.base.model.LikelihoodModelResults.html#statsmodels.base.model.LikelihoodModelResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain results from likelihood models"];
"Results" -> "LikelihoodModelResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Logit" [URL="../generated/statsmodels.discrete.discrete_model.Logit.html#statsmodels.discrete.discrete_model.Logit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Logit Model"];
"BinaryModel" -> "Logit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LogitResults" [URL="../generated/statsmodels.discrete.discrete_model.LogitResults.html#statsmodels.discrete.discrete_model.LogitResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for Logit Model"];
"BinaryResults" -> "LogitResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"MNLogit" [URL="../generated/statsmodels.discrete.discrete_model.MNLogit.html#statsmodels.discrete.discrete_model.MNLogit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Multinomial Logit Model"];
"MultinomialModel" -> "MNLogit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Model" [URL="generated/statsmodels.base.model.Model.html#statsmodels.base.model.Model",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A (predictive) statistical model. Intended to be subclassed not used."];
"MultinomialModel" [URL="../generated/statsmodels.discrete.discrete_model.MultinomialModel.html#statsmodels.discrete.discrete_model.MultinomialModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top"];
"BinaryModel" -> "MultinomialModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"MultinomialResults" [URL="../generated/statsmodels.discrete.discrete_model.MultinomialResults.html#statsmodels.discrete.discrete_model.MultinomialResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for multinomial data"];
"DiscreteResults" -> "MultinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"MultinomialResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "MultinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"NegativeBinomial" [URL="../generated/statsmodels.discrete.discrete_model.NegativeBinomial.html#statsmodels.discrete.discrete_model.NegativeBinomial",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Negative Binomial Model"];
"CountModel" -> "NegativeBinomial" [arrowsize=0.5,style="setlinewidth(0.5)"];
"NegativeBinomialP" [URL="../generated/statsmodels.discrete.discrete_model.NegativeBinomialP.html#statsmodels.discrete.discrete_model.NegativeBinomialP",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Generalized Negative Binomial (NB-P) Model"];
"CountModel" -> "NegativeBinomialP" [arrowsize=0.5,style="setlinewidth(0.5)"];
"NegativeBinomialResults" [URL="../generated/statsmodels.discrete.discrete_model.NegativeBinomialResults.html#statsmodels.discrete.discrete_model.NegativeBinomialResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for NegativeBinomial 1 and 2"];
"CountResults" -> "NegativeBinomialResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"NegativeBinomialResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "NegativeBinomialResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"OrderedResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="A results class for ordered discrete data."];
"DiscreteResults" -> "OrderedResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"OrderedResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "OrderedResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Poisson" [URL="../generated/statsmodels.discrete.discrete_model.Poisson.html#statsmodels.discrete.discrete_model.Poisson",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Poisson Model"];
"CountModel" -> "Poisson" [arrowsize=0.5,style="setlinewidth(0.5)"];
"PoissonResults" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"CountResults" -> "PoissonResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"PoissonResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "PoissonResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Probit" [URL="../generated/statsmodels.discrete.discrete_model.Probit.html#statsmodels.discrete.discrete_model.Probit",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Probit Model"];
"BinaryModel" -> "Probit" [arrowsize=0.5,style="setlinewidth(0.5)"];
"ProbitResults" [URL="../generated/statsmodels.discrete.discrete_model.ProbitResults.html#statsmodels.discrete.discrete_model.ProbitResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A results class for Probit Model"];
"BinaryResults" -> "ProbitResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RegressionResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"ResultsWrapper" -> "RegressionResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Results" [URL="generated/statsmodels.base.model.Results.html#statsmodels.base.model.Results",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain model results"];
"ResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Class which wraps a statsmodels estimation Results class and steps in to"];
}
Robust Model
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"LikelihoodModel" [URL="generated/statsmodels.base.model.LikelihoodModel.html#statsmodels.base.model.LikelihoodModel",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Likelihood model is a subclass of Model."];
"Model" -> "LikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"LikelihoodModelResults" [URL="generated/statsmodels.base.model.LikelihoodModelResults.html#statsmodels.base.model.LikelihoodModelResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain results from likelihood models"];
"Results" -> "LikelihoodModelResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Model" [URL="generated/statsmodels.base.model.Model.html#statsmodels.base.model.Model",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A (predictive) statistical model. Intended to be subclassed not used."];
"RLM" [URL="../generated/statsmodels.robust.robust_linear_model.RLM.html#statsmodels.robust.robust_linear_model.RLM",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Robust Linear Model"];
"LikelihoodModel" -> "RLM" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RLMResults" [URL="../generated/statsmodels.robust.robust_linear_model.RLMResults.html#statsmodels.robust.robust_linear_model.RLMResults",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain RLM results"];
"LikelihoodModelResults" -> "RLMResults" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RLMResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"RegressionResultsWrapper" -> "RLMResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"RegressionResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled"];
"ResultsWrapper" -> "RegressionResultsWrapper" [arrowsize=0.5,style="setlinewidth(0.5)"];
"Results" [URL="generated/statsmodels.base.model.Results.html#statsmodels.base.model.Results",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Class to contain model results"];
"ResultsWrapper" [fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",tooltip="Class which wraps a statsmodels estimation Results class and steps in to"];
}
Vector Autoregressive Model
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"base.model.Model" -> "base.model.LikelihoodModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
"base.model.Model" [URL="generated/statsmodels.base.model.Model.html#statsmodels.base.model.Model",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="A (predictive) statistical model. Intended to be subclassed not used."];
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"base.model.LikelihoodModel" -> "base.tsa_model.TimeSeriesModel" [arrowsize=0.5,style="setlinewidth(0.5)"];
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