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logisticregression's Introduction

LogisticRegression

       看到许多含有Logistic Regression的Python包,但或多或少都缺少较全面的模型控制及结果检验参数,
    造成实际工作中的许多不便。这一点无法跟R中的LRModel相比,更不说跟SPSS或SAS了。之前用R曾尝试写了几次,
    实现部分函数或功能,不过最后都东流了...
    
    终于下定决心,参照SAS Logistic Procedure。先用Python来实现其中的Stepwise过程(剩下的Forward和Backward就简单了)。
    
    stepwise.ipynb就是通过一个实例测试其中的StepwiseModel。测试数据来自于SAS中的logistic模块,参照:
  http://support.sas.com/documentation/cdl/en/statug/63962/HTML/default/viewer.htm#statug_logistic_sect059.htm

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