Jason Roy

1. A practical introduction to Bayesian estimation of causal effects: Parametric and nonparametric approaches
   2020/04/15 by Arman Oganisian, Jason A. Roy, Jason Roy · 2 voices · 4 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #stat.ME #stat.ML
2. Bayesian nonparametric generative models for causal inference with\n missing at random covariates
   2017/02/27 by Jason Roy, Roy, Jason, Kirsten J. Lum +9 · 3 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. Government Expenditures at the End of Life for Short‐ and Long‐Stay Nursing Home Residents: Differences by Hospice Enrollment Status
   2004/07/19 by Susan C. Miller, Orna Intrator, Pedro Gozalo +3 · 21 citations
   Health Professions · Medicine · #Geriatric Care and Nursing Homes #Palliative Care and End-of-Life Issues #Frailty in Older Adults
4. Principal stratification with predictors of compliance for randomized trials with 2 active treatments
   2007/08/06 by Jason Roy, Joseph W. Hogan, Bess H. Marcus · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
5. A Bayesian nonparametric approach for causal inference with multiple mediators
   2022/08/29 by Samrat Roy, Michael J. Daniels, Roy, Samrat +5 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
6. Outcome identification in electronic health records using predictions from an enriched Dirichlet process mixture
   2018/06/06 by Bret Zeldow, James Flory, Zeldow, Bret +7 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference
7. Bayesian semiparametric model for sequential treatment decisions with informative timing
   2024/01/16 by Arman Oganisian, Kelly Getz, Todd A. Alonzo +2 · 1 voice · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials