Díaz, Iván

1. Non-parametric causal effects based on longitudinal modified treatment policies
   2020/06/02 by Iván Díaz, Nicholas Williams, Díaz, Iván +5 · 1 voice · 12 citations
   Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #stat.ME
2. A Causal Roadmap for Generating High-Quality Real-World Evidence
   2023/05/11 by Lauren Eyler Dang, Susan Gruber, Dang, Lauren E +48 · 5 citations
   Economics, Econometrics and Finance · Mathematics · Decision Sciences · #Health Systems, Economic Evaluations, Quality of Life #Advanced Causal Inference Techniques #Meta-analysis and systematic reviews
3. Improved Precision in the Analysis of Randomized Trials with Survival\n Outcomes, without Assuming Proportional Hazards
   2015/11/26 by Iván Díaz, Díaz, Iván, Daniel F. Hanley +4 · 2 citations
   Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Health Systems, Economic Evaluations, Quality of Life
4. Causal survival analysis under competing risks using longitudinal modified treatment policies
   2022/02/07 by Iván Díaz, Díaz, Iván, Nima S. Hejazi +2 · 2 citations
   Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Health Systems, Economic Evaluations, Quality of Life
5. Targeted Maximum Likelihood Estimation using Exponential Families
   2014/06/02 by Iván Díaz, Díaz, Iván, Michael Rosenblum +1 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
6. Non-agency interventions for causal mediation in the presence of intermediate confounding
   2022/05/16 by Iván Díaz, Díaz, Iván · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME)
7. Automated, efficient and model-free inference for randomized clinical trials via data-driven covariate adjustment
   2024/04/17 by Van Lancker, Kelly, Díaz, Iván, Vansteelandt, Stijn · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
8. Longitudinal Generalizations of the Average Treatment Effect on the Treated for Multi-valued and Continuous Treatments
   2024/05/09 by Herbert Susmann, Susmann, Herbert, Williams, Nicholas T. +2 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
9. Two-Step Targeted Minimum-Loss Based Estimation for Non-Negative Two-Part Outcomes
   2024/01/08 by Nicholas Williams, Richard Liu, Williams, Nicholas T. +8 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Healthcare Policy and Management #Methodology (stat.ME)
10. Pulling back the curtain: the road from statistical estimand to machine-learning based estimator for epidemiologists (no wizard required)
    2025/02/07 by Renson, Audrey, Montoya, Lina, Goin, Dana E. +2 · 2 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
11. Causal Inference for Continuous Multiple Time Point Interventions
    2023/05/11 by Schomaker, Michael, McIlleron, Helen, Denti, Paolo +1 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)