3 papers
stat.ME2021
A generalized bootstrap procedure of the standard error and confidence interval estimation for inverse probability of treatment weighting
Tenglong Li, Jordan Lawson
The inverse probability of treatment weighting (IPTW) approach is commonly used in propensity score analysis to infer causal effects in regression models. Due to oversized IPTW wei…
stat.ME2020
The probability of a robust inference for internal validity and its applications in regression models
Tenglong Li, Kenneth A. Frank
The internal validity of observational study is often subject to debate. In this study, we define the unobserved sample based on the counterfactuals and formalize its relationship…
stat.AP2019
On the probability of a causal inference is robust for internal validity
Tenglong Li, Kenneth A. Frank
The internal validity of observational study is often subject to debate. In this study, we define the counterfactuals as the unobserved sample and intend to quantify its relationsh…