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stat.ME2023
Exact confidence intervals for the mixing distribution from binomial mixture distribution samples
Pallavi Basu, Barak Brill, Daniel Yekutieli
We present methodology for constructing pointwise confidence intervals for the cumulative distribution function and the quantiles of mixing distributions on the unit interval from…
stat.ME2020
Constructing a More Closely Matched Control Group in a Difference-in-Differences Analysis: Its Effect on History Interacting with Group Bias
Pallavi Basu, Dylan S. Small
Difference-in-differences analysis with a control group that differs considerably from a treated group is vulnerable to bias from historical events that have different effects on t…
stat.ME2018
Large-Scale Model Selection with Misspecification
Emre Demirkaya, Yang Feng, Pallavi Basu +1
Model selection is crucial to high-dimensional learning and inference for contemporary big data applications in pinpointing the best set of covariates among a sequence of candidate…