3 papers
cs.LG2024
Sample size planning for conditional counterfactual mean estimation with a K-armed randomized experiment
Gabriel Ruiz
We cover how to determine a sufficiently large sample size for a -armed randomized experiment in order to estimate conditional counterfactual expectations in data-driven subgrou…
q-bio.GN2016
Assessment of P-value variability in the current replicability crisis
Olga A. Vsevolozhskaya, Gabriel Ruiz, Dmitri V. Zaykin
Increased availability of data and accessibility of computational tools in recent years have created unprecedented opportunities for scientific research driven by statistical analy…
q-bio.GN2016
The more you test, the more you find: Smallest P-values become increasingly enriched with real findings as more tests are conducted
Olga A. Vsevolozhskaya, Chia-Ling Kuo, Gabriel Ruiz +2
Increasing accessibility of data to researchers makes it possible to conduct massive amounts of statistical testing. Rather than follow a carefully crafted set of scientific hypoth…