Multinomial logit model
| Parameters: | endog : array-like
exog : array-like
|
|---|
Notes
See developer notes for further information on MNLogit internals.
Attributes
Methods
| cdf(eXB) | Multinomial logit cumulative distribution function. |
| fit([start_params, maxiter, method, tol]) | Fits the multinomial logit model. |
| hessian(params) | Multinomial logit Hessian matrix of the log-likelihood |
| information(params) | Fisher information matrix of model |
| initialize() | Preprocesses the data for MNLogit. |
| loglike(params) | Log-likelihood of the multinomial logit model. |
| pdf(eXB) | NotImplemented |
| predict(design) | After a model has been fit predict returns the fitted values. |
| score(params) | Score matrix for multinomial logit model log-likelihood |