31 citations · 194 across the 34 of their papers we have counts for
3 papers · 1 filter
Conducting sparse feature selection on arbitrarily long phrases in text corpora with a focus on interpretability
Luke Miratrix, Robin Ackerman
We propose a general framework for topic-specific summarization of large text corpora, and illustrate how it can be used for analysis in two quite different contexts: an OSHA datab…
Posterior Predictive P-values with Fisher Randomization Tests in Noncompliance Settings: Test Statistics vs Discrepancy Variables
Laura Forastiere, Fabrizia Mealli, Luke Miratrix
In randomized experiments with noncompliance, tests may focus on compliers rather than on the overall sample. Rubin (1998) put forth such a method, and argued that testing for the…
A conditional randomization test to account for covariate imbalance in randomized experiments
Jonathan Hennessy, Tirthankar Dasgupta, Luke Miratrix +2
We consider the conditional randomization test as a way to account for covariate imbalance in randomized experiments. The test accounts for covariate imbalance by comparing the obs…