Lumley, Thomas

1. Two-phase analysis and study design for survival models with error-prone exposures
   2020/05/12 by Kyunghee Han, Thomas Lumley, Han, Kyunghee +5 · 4 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. Multiple Imputation Through XGBoost
   2021/06/03 by Yongshi Deng, Thomas Lumley, Deng, Yongshi +1 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
3. Pseudo-R² statistics under complex sampling
   2017/01/26 by Thomas Lumley, Lumley, Thomas · 1 citation
   Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials
4. Raking and Regression Calibration: Methods to Address Bias from Correlated Covariate and Time-to-Event Error
   2019/05/20 by Oh, Eric J., Shepherd, Bryan E., Lumley, Thomas +1 · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
5. Privacy with Good Taste: A Case Study in Quantifying Privacy Risks in Genetic Scores
   2022/08/26 by Raúl Pardo, Willard Rafnsson, Pardo, Raúl +13 · 1 citation
   Nursing · #Biochemical Analysis and Sensing Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
6. Three-phase generalized raking and multiple imputation estimators to address error-prone data
   2022/05/03 by Gustavo Amorim, Ran Tao, Amorim, Gustavo +11 · 1 citation
   Mathematics · Social Sciences · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Survey Methodology and Nonresponse
7. Assessing treatment effects in observational data with missing confounders: A comparative study of practical doubly-robust and traditional missing data methods
   2024/12/19 by Brian D. Williamson, Williamson, Brian D., Chloe Krakauer +31 · 1 voice · 2 citations
   Mathematics · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference
8. Improved Generalized Raking Estimators to Address Dependent Covariate\n and Failure-Time Outcome Error
   2020/06/12 by Eric J. Oh, Bryan E. Shepherd, Oh, Eric J. +5 · 1 citation
   Mathematics · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Advanced Causal Inference Techniques