statsmodels包可以做传统统计方面的分析,有强大的函数库可以调用,比如线性回归,时间序列等官网在这里可以看看:http://www.statsmodels.org/stable/#
Basic Documentation¶What’s new in Statsmodels Getting started Fitting models using R-style formulas Installation About Statsmodels
Information about the structure and development of statsmodels:
endog, exog, what’s that? Import Paths and Structure Pitfalls Developer Page Internal Classes
Table of ContentsLinear Regression Generalized Linear Models Generalized Estimating Equations Robust Linear Models Linear Mixed Effects Models Regression with Discrete Dependent Variable Generalized Linear Mixed Effects Models ANOVA Time Series analysis tsa Time Series Analysis by State Space Methods statespace Vector Autoregressions tsa.vector_ar Methods for Survival and Duration Analysis Statistics stats Nonparametric Methods nonparametric Generalized Method of Moments gmm Contingency tables Multiple Imputation with Chained Equations Multivariate Statistics multivariate Empirical Likelihood emplike Other Models miscmodels Distributions Graphics Input-Output iolib Tools The Datasets Package Sandbox