285 citations · 784 across the 27 of their papers we have counts for
5 papers · 1 filter
Rank Verification for Exponential Families
Kenneth Hung, William Fithian
Many statistical experiments involve comparing multiple population groups. For example, a public opinion poll may ask which of several political candidates commands the most suppor…
AdaPT: An interactive procedure for multiple testing with side information
Lihua Lei, William Fithian
We consider the problem of multiple hypothesis testing with generic side information: for each hypothesis we observe both a p-value and some predictor encoding co…
Power of Ordered Hypothesis Testing
Lihua Lei, William Fithian
Ordered testing procedures are multiple testing procedures that exploit a pre-specified ordering of the null hypotheses, from most to least promising. We analyze and compare the po…
Multiple Correspondence Analysis & the Multilogit Bilinear Model
William Fithian, Julie Josse
Multiple Correspondence Analysis (MCA) is a dimension reduction method which plays a large role in the analysis of tables with categorical nominal variables such as survey data. Th…
Data Augmentation via Levy Processes
Stefan Wager, William Fithian, Percy Liang
If a document is about travel, we may expect that short snippets of the document should also be about travel. We introduce a general framework for incorporating these types of inva…