Testing Linear Regressions by StatsModel Library of Python for Oceanological Data InterpretationProgramming languagePythonStatistical analysisPacific OceanHadal trenchesMariana Trenchoceanologymarine geologyThe study area is focused on the Mariana Trench, west Pacific Ocean. The research aim is to investigate ...
Python Data Analysis Library 或 pandas 是基于NumPy的一种工具,相当于这是Python官方自己的一套库 statsmodel是基于Pandas开发的一套库,用于一些描述统计、统计模型估计、推断、预测 2、自回归模型(AutoRegression model,AR) 自回归,从物理的角度来理解就是:当前记录与其历史记录的差值。eg,自回归认为历史的发展是一...
Python中训练LR模型一般使用sklearn包，输出模型报告和其他机器学习方法一样。但从统计背景出发，想看更详...
linearregression sklearn-library statsmodel q-q-plot variance-inflation-factor scipy-stats goldfeld-quandt Updated Jan 20, 2022 Jupyter Notebook ozgurkalan / stats4ML Star 1 Code Issues Pull requests My notes in Jupyter Notebooks for statistics, probability, and plotting applied with major py...
Linear Regression in StatsModels Introduction So far, you learned how linear regression and R-Squared (coefficient of determination) work "under the hood" and created your own versions using NumPy. Going forward, you're going to use a Python library called StatsModels to do the modeling and eval...
Here is an examples of how to quickly get started with the library. More examples can be found in theexamples.ipynbfile in the github repo. The examples all use the scikit-learn diabetes dataset, but it is not a dependency for the package. ...