本项目设定了一家电子商务网站运行 A/B 测试的情境。你的目标是通过这个项目来帮助公司分析和决定他们是否应该使用新的页面,保留旧的页面,或者应该将测试时间延长,知道公司做出决定。
主要运用python的numpy,pandas包对数据进行必要的处理和随机抽样模拟,用matplotlib进行数据可视化展示模拟结果,最后再用statsmodels包进行逻辑回归的模拟操作,最终对数据结果进行总结分析,做出最终的指导性建议。
This project forked from bleastxu/analyze-ab-test-results
对企业网站的新旧页面转化数据进行分析以及A/B测试,得出新旧页面对比数据结果,并按照数据结果提供可行性建议
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