251 citations · 487 across the 35 of their papers we have counts for
4 papers · 1 filter
On the Benefit of Blocking for Online Experiments with Skewed Data
Abbas Zaidi, Matthew Reimherr, Rina Friedberg +2
This paper advocates for using blocked (stratified) assignment in online A/B tests to handle highly skewed population data. While blocking yields only modest precision gains (5-10%…
Temporal Functional Factor Analysis of Brain Connectivity
Kyle Stanley, Nicole Lazar, Matthew Reimherr
Many analyses of functional magnetic resonance imaging (fMRI) examine functional connectivity (FC), or the statistical dependencies among distant brain regions. These analyses are…
Differentially Private Synthetic Heavy-tailed Data
Tran Tran, Matthew Reimherr, Aleksandra Slavković
The U.S. Census Longitudinal Business Database (LBD) product contains employment and payroll information of all U.S. establishments and firms dating back to 1976 and is an invaluab…
A functional data analysis approach for genetic association studies
Matthew Reimherr, Dan Nicolae
We present a new method based on Functional Data Analysis (FDA) for detecting associations between one or more scalar covariates and a longitudinal response, while correcting for o…