Other Models othermod¶
statsmodels.othermod contains model classes that do not fit into
any other category, for example models for a response variable endog that
has support on the unit interval or is positive or non-negative.
statsmodels.othermod contains models that are, or will be fully developed
in contrast to statsmodels.miscmodels which contains mainly examples
for the use of the generic likelihood model setup.
Status is experimental. The api and implementation will need to adjust as we support more types of models, for example models with multiple exog and multiple link functions.
Interval Models betareg¶
Models for continuous dependent variables that are in the unit interval such as fractions. These Models are estimated by full Maximum Likelihood. Dependent variables on the unit interval can also be estimate by Quasi Maximum Likelihood using models for binary endog, such as Logit and GLM-Binomial. (The implementation of discrete.Probit assumes binary endog and cannot estimate a QMLE for continuous dependent variable.)
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Beta Regression. |
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Results class for Beta regression |