Katherine J. Lee

1. Canonical Causal Diagrams to Guide the Treatment of Missing Data in Epidemiologic Studies
   2018/08/06 by Margarita Moreno‐Betancur, Katherine J. Lee, Finbarr P. Leacy +3 · 1 voice · 7 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. A Comparison of Three Popular Methods for Handling Missing Data: Complete-Case Analysis, Inverse Probability Weighting, and Multiple Imputation
   2022/08/05 by Roderick J. Little, Roderick J. A. Little, James R. Carpenter +1 · 10 citations
   Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Health disparities and outcomes #Statistical Methods and Bayesian Inference
3. Assumptions and analysis planning in studies with missing data in multiple variables: moving beyond the MCAR/MAR/MNAR classification
   2023/02/13 by Katherine J. Lee, John B. Carlin, J. A. Simpson +1 · 2 voices · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
4. Recoverability and estimation of causal effects under typical multivariable missingness mechanisms
   2023/01/17 by Jiaxin Zhang, S. Ghazaleh Dashti, Zhang, Jiaxin +7 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
5. Multiple Imputation for Longitudinal Data: A Tutorial
   2025/01/23 by Rushani Wijesuriya, Margarita Moreno‐Betancur, John B. Carlin +3 · 1 voice · 1 citation
   Decision Sciences · Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #demographic modeling and climate adaptation
6. Early motor repertoire and neurodevelopment at 2 years in infants born extremely preterm or extremely‐low‐birthweight
   2022/02/01 by Amanda K. L. Kwong, Amanda Kwong, Lex W. Doyle +6 · 13 citations
   Medicine · #Infant Development and Preterm Care #Cerebral Palsy and Movement Disorders #Neonatal and fetal brain pathology