2 papers
math.ST2020
An Asymptotic Result of Conditional Logistic Regression Estimator
Zhulin He, Yuyuan Ouyang
In cluster-specific studies, ordinary logistic regression and conditional logistic regression for binary outcomes provide maximum likelihood estimator (MLE) and conditional maximum…
stat.ME2018
Inverse Conditional Probability Weighting with Clustered Data in Causal Inference
Zhulin He
Estimating the average treatment causal effect in clustered data often involves dealing with unmeasured cluster-specific confounding variables. Such variables may be correlated wit…