D. Almirall
Statistics and Probability · 2006–2018
A researcher in the Science corpus: 9 papers; trusts 38 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 111 citations into it; #10,232 of 12,932 by trust here, #3,893 by citations
- Economics and Econometrics — 28 citations into it
- Causal Inference & Discovery — 25 citations into it
- Clinical Psychology — 19 citations into it; #7,403 of 8,024 by trust here, #6,527 by citations
- General Health Professions — 13 citations into it; #4,378 of 4,781 by trust here, #2,546 by citations
- Artificial Intelligence — 10 citations into it
- Reinforcement Learning — 10 citations into it
- Epidemiology — 9 citations into it; #1,226 of 2,148 by trust here, #2,128 by citations
Whom D. Almirall trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Susan A. Murphy
- James M. Robins
- Donald B. Rubin
- Philip W. Lavori
- R. Dawson
- Robert Tibshirani
- Linda M. Collins
- Liliana Orellana
- Peter F. Thall
- Paul R. Rosenbaum
Who trusts D. Almirall overall
Papers from D. Almirall's perspective
Ordered by how strongly the researchers D. Almirall trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- The central role of the propensity score in observational studies for causal effects
- Causal Inference from Complex Longitudinal Data
- Reinforcement Learning: An Introduction
- Optimal Structural Nested Models for Optimal Sequential Decisions
- A design for testing clinical strategies: biased adaptive within‐subject randomization
- Bayesian Inference for Causal Effects: The Role of Randomization
- Statistics and Causal Inference
- A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
- Estimating causal effects of treatments in randomized and nonrandomized studies.
Their papers
- Microrandomized trials: An experimental design for developing just-in-time adaptive interventions. (2015) — 635 citations
- A Tutorial on Propensity Score Estimation for Multiple Treatments Using Generalized Boosted Models (2013) — 1,347 citations
- Designing a Pilot Sequential Multiple Assignment Randomized Trial for Developing an Adaptive Treatment Strategy (2012) — 219 citations
- Do CRM Systems Cause One-to-One Marketing Effectiveness? (2006) — 60 citations
- TREE-BASED REINFORCEMENT LEARNING FOR ESTIMATING OPTIMAL DYNAMIC TREATMENT REGIMES (2018) — 59 citations
- Adaptive Interventions in Child and Adolescent Mental Health (2016) — 79 citations
- A Pilot SMART for Developing an Adaptive Treatment Strategy for Adolescent Depression (2015) — 67 citations
- Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research (2014) — 400 citations
- Dynamic treatment regimes (2009)