2 citations · 2 across the 2 of their papers we have counts for
4 papers
Bayesian causal inference with some invalid instrumental variables
Gyuhyeong Goh, Jisang Yu
In observational studies, instrumental variables estimation is greatly utilized to identify causal effects. One of the key conditions for the instrumental variables estimator to be…
Synthetic control method with convex hull restrictions: A Bayesian maximum a posteriori approach
Gyuhyeong Goh, Jisang Yu
Synthetic control methods have gained popularity among causal studies with observational data, particularly when estimating the impacts of the interventions that are implemented to…
Accounting for model uncertainty in multiple imputation under complex sampling
Gyuhyeong Goh, Jae Kwang Kim
Multiple imputation provides an effective way to handle missing data. When several possible models are under consideration for the data, the multiple imputation is typically perfor…
Bayesian Sparse Propensity Score Estimation for Unit Nonresponse
Hejian Sang, Gyuhyeong Goh, Jae Kwang Kim
Nonresponse weighting adjustment using propensity score is a popular method for handling unit nonresponse. However, including all available auxiliary variables into the propensity…