3 papers
stat.ME2026
Testing for trends in online experiments
Chris Haulk, Lee Richardson, Jacopo Soriano
Time-varying treatment effects can be estimated with linear regression paired with jackknife confidence intervals. In experiments at a large online video platform, the test based o…
stat.ME2016
Analysis of distributional variation through multi-scale Beta-Binomial modeling
Li Ma, Jacopo Soriano
Many statistical analyses involve the comparison of multiple data sets collected under different conditions in order to identify the difference in the underlying distributions. A c…
stat.ME2016
Efficient functional ANOVA through wavelet-domain Markov groves
Li Ma, Jacopo Soriano
We introduce a wavelet-domain functional analysis of variance (fANOVA) method based on a Bayesian hierarchical model. The factor effects are modeled through a spike-and-slab mixtur…