{"product_id":"trustworthy-online-controlled-experiments-ron-kohavi-9781108724265","title":"Trustworthy Online Controlled Experiments: A Practical Guide to A\/B Testing","description":"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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ron Kohavi, Diane Tang, Ya Xu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1108724264\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781108724265\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/02\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 288\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.90h x 5.90w x 0.70d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eChoice\u003c\/i\u003e 11\/01\/2020","brand":"Ron Kohavi","offers":[{"title":"Paperback","offer_id":44053574910207,"sku":"9781108724265","price":40.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_37466061-2646-4e2f-a338-ff1c939912c5.jpg?v=1685025083","url":"https:\/\/www.whiterainbookhouse.com\/products\/trustworthy-online-controlled-experiments-ron-kohavi-9781108724265","provider":"WR Book House","version":"1.0","type":"link"}