no code implementations • 6 Mar 2024 • Gabriel Ruiz
We cover how to determine a sufficiently large sample size for a $K$-armed randomized experiment in order to estimate conditional counterfactual expectations in data-driven subgroups.
no code implementations • 21 May 2022 • Michael C. Burkhart, Gabriel Ruiz
Within the field of causal inference, we consider the problem of estimating heterogeneous treatment effects from data.
no code implementations • 3 Feb 2022 • Gabriel Ruiz, Oscar Hernan Madrid Padilla, Qing Zhou
We demonstrate a novel application of this general approach to estimate the topological ordering of a DAG.
no code implementations • 4 Oct 2018 • Ghada Zamzmi, Gabriel Ruiz, Matthew Shreve, Dmitry Goldgof, Rangachar Kasturi, Sudeep Sarkar
We address the problem of suppressing facial expressions in videos because expressions can hinder the retrieval of important information in applications such as face recognition.
1 code implementation • 6 Sep 2016 • Olga A. Vsevolozhskaya, Gabriel Ruiz, Dmitri V. Zaykin
To characterize P-value variability one can use prediction intervals whose endpoints reflect the likely spread of P-values that could have been obtained by a replication study.
Genomics Methodology