图书标签: A/B测试 数据科学 Data 数学和计算机 Experimentation 心理学 实验设计 Statistics
发表于2024-09-19
Trustworthy Online Controlled Experiments pdf epub mobi txt 电子书 下载 2024
Getting numbers is easy; getting numbers you can trust is hard. This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls, and advice for students and industry professionals getting started with experiments, plus deeper dives into advanced topics for practitioners who want to improve the way they make data-driven decisions. Learn how to • Use the scientific method to evaluate hypotheses using controlled experiments • Define key metrics and ideally an Overall Evaluation Criterion • Test for trustworthiness of the results and alert experimenters to violated assumptions • Build a scalable platform that lowers the marginal cost of experiments close to zero • Avoid pitfalls like carryover effects and Twyman's law • Understand how statistical issues play out in practice.
A/B testing 从入门到精通
评分A/B testing 从入门到精通
评分A/B testing比网络瞎讲的tutorial好太多了
评分需要写篇总结看看自己学了什么
评分实验评估部分尤其好
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Trustworthy Online Controlled Experiments pdf epub mobi txt 电子书 下载 2024