# -*- coding: utf-8 -*-
# flake8: noqa
import os

from . import iolib
from . import datasets
from . import tools
from .tools.tools import add_constant, categorical
from . import regression
from .regression.linear_model import OLS, GLS, WLS, GLSAR
from .regression.recursive_ls import RecursiveLS
from .regression.quantile_regression import QuantReg
from .regression.mixed_linear_model import MixedLM
from .genmod import api as genmod
from .genmod.api import (GLM, GEE, OrdinalGEE, NominalGEE, families,
                         cov_struct,
                         BinomialBayesMixedGLM, PoissonBayesMixedGLM)
from . import robust
from .robust.robust_linear_model import RLM
from .discrete.discrete_model import (Poisson, Logit, Probit,
                                      MNLogit, NegativeBinomial,
                                      GeneralizedPoisson,
                                      NegativeBinomialP)
from .discrete.count_model import (ZeroInflatedPoisson,
                                   ZeroInflatedGeneralizedPoisson,
                                   ZeroInflatedNegativeBinomialP)
from .tsa import api as tsa
from .duration.survfunc import SurvfuncRight
from .duration.hazard_regression import PHReg
from .imputation.mice import MICE, MICEData
from .imputation.bayes_mi import BayesGaussMI, MI
from .nonparametric import api as nonparametric
from . import distributions
from .__init__ import test

from .gam.generalized_additive_model import GLMGam
from .gam import api as gam
from .graphics.gofplots import qqplot, qqplot_2samples, qqline, ProbPlot
from .graphics import api as graphics
from .stats import api as stats
from .emplike import api as emplike
from .duration import api as duration
from .multivariate.pca import PCA
from .multivariate.manova import MANOVA
from .multivariate.factor import Factor
from .multivariate import api as multivariate

from .formula import api as formula

from .iolib.smpickle import load_pickle

from .tools.print_version import show_versions
from .tools.web import webdoc

load = load_pickle

from ._version import get_versions
__version__ = get_versions()['version']
del get_versions