Improving the sensitivity of online controlled experiments by utilizing pre-experiment data
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Ron Kohavi | Alex Deng | Ya Xu | Toby Walker | Ron Kohavi | Ya Xu | Alex Deng | T. Walker
[1] Student,et al. THE PROBABLE ERROR OF A MEAN , 1908 .
[2] G. Keppel,et al. Introduction to Design and Analysis : A Student's Handbook , 1980 .
[3] Brian D. Ripley,et al. Stochastic Simulation , 2005 .
[4] B. Bowerman. Statistical Design and Analysis of Experiments, with Applications to Engineering and Science , 1989 .
[5] A. Tsiatis,et al. Efficiency Study of Estimators for a Treatment Effect in a Pretest–Posttest Trial , 2001 .
[6] M. Davidian,et al. Semiparametric Estimation of Treatment Effect in a Pretest‐Posttest Study , 2003, Biometrics.
[7] Larry Wasserman,et al. All of Statistics: A Concise Course in Statistical Inference , 2004 .
[8] M. Davidian,et al. Semiparametric Estimation of Treatment Effect in a Pretest-Posttest Study with Missing Data. , 2005, Statistical science : a review journal of the Institute of Mathematical Statistics.
[9] J. S. Hunter,et al. Statistics for Experimenters: Design, Innovation, and Discovery , 2006 .
[10] A. Tsiatis. Semiparametric Theory and Missing Data , 2006 .
[11] Joseph G. Pigeon,et al. Statistics for Experimenters: Design, Innovation and Discovery , 2006, Technometrics.
[12] M. Davidian,et al. Covariate adjustment for two‐sample treatment comparisons in randomized clinical trials: A principled yet flexible approach , 2008, Statistics in medicine.
[13] Ron Kohavi,et al. Controlled experiments on the web: survey and practical guide , 2009, Data Mining and Knowledge Discovery.
[14] Joseph Hilbe,et al. Data Analysis Using Regression and Multilevel/Hierarchical Models , 2009 .
[15] Ron Kohavi,et al. Online Experimentation at Microsoft , 2009 .
[16] Ashish Agarwal,et al. Overlapping experiment infrastructure: more, better, faster experimentation , 2010, KDD.
[17] R. Longbotham,et al. Choice of the Randomization Unit in Online Controlled Experiment , 2011 .
[18] Ron Kohavi,et al. Trustworthy online controlled experiments: five puzzling outcomes explained , 2012, KDD.
[19] Filip Radlinski,et al. Large-scale validation and analysis of interleaved search evaluation , 2012, TOIS.