statsmodels.tsa.statespace.sarimax.SARIMAX ========================================== .. currentmodule:: statsmodels.tsa.statespace.sarimax .. autoclass:: SARIMAX :exclude-members: clone,filter,fit,fit_constrained,fix_params,from_formula,handle_params,hessian,impulse_responses,information,initialize,initialize_approximate_diffuse,initialize_default,initialize_known,initialize_statespace,initialize_stationary,loglike,loglikeobs,observed_information_matrix,opg_information_matrix,predict,prepare_data,score,score_obs,set_conserve_memory,set_filter_method,set_inversion_method,set_smoother_output,set_stability_method,simulate,simulation_smoother,smooth,transform_jacobian,transform_params,untransform_params,update, .. rubric:: Methods .. autosummary:: :toctree: ~SARIMAX.clone ~SARIMAX.filter ~SARIMAX.fit ~SARIMAX.fit_constrained ~SARIMAX.fix_params ~SARIMAX.from_formula ~SARIMAX.handle_params ~SARIMAX.hessian ~SARIMAX.impulse_responses ~SARIMAX.information ~SARIMAX.initialize ~SARIMAX.initialize_approximate_diffuse ~SARIMAX.initialize_default ~SARIMAX.initialize_known ~SARIMAX.initialize_statespace ~SARIMAX.initialize_stationary ~SARIMAX.loglike ~SARIMAX.loglikeobs ~SARIMAX.observed_information_matrix ~SARIMAX.opg_information_matrix ~SARIMAX.predict ~SARIMAX.prepare_data ~SARIMAX.score ~SARIMAX.score_obs ~SARIMAX.set_conserve_memory ~SARIMAX.set_filter_method ~SARIMAX.set_inversion_method ~SARIMAX.set_smoother_output ~SARIMAX.set_stability_method ~SARIMAX.simulate ~SARIMAX.simulation_smoother ~SARIMAX.smooth ~SARIMAX.transform_jacobian ~SARIMAX.transform_params ~SARIMAX.untransform_params ~SARIMAX.update .. rubric:: Properties .. autosummary:: :toctree: ~SARIMAX.endog_names ~SARIMAX.exog_names ~SARIMAX.initial_design ~SARIMAX.initial_selection ~SARIMAX.initial_state_intercept ~SARIMAX.initial_transition ~SARIMAX.initial_variance ~SARIMAX.initialization ~SARIMAX.loglikelihood_burn ~SARIMAX.model_latex_names ~SARIMAX.model_names ~SARIMAX.model_orders ~SARIMAX.param_names ~SARIMAX.param_terms ~SARIMAX.params_complete ~SARIMAX.start_params ~SARIMAX.state_names ~SARIMAX.tolerance