Peter M. Steiner
Statistics and Probability · 2008–2017
A researcher in the Science corpus: 6 papers; trusts 32 researchers and is trusted by 23 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 51 citations into it; #4,944 of 12,932 by trust here, #2,693 by citations
- Economics and Econometrics — 15 citations into it; #15,458 of 23,481 by trust here, #23,209 by citations
- Causal Inference & Discovery — 14 citations into it
- Education — 11 citations into it
- Sociology and Political Science — 9 citations into it; #5,683 of 22,756 by trust here, #12,387 by citations
- Probabilistic & Bayesian Methods — 5 citations into it
Whom Peter M. Steiner trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald B. Rubin
- G. Jasso
- James M. Robins
- Paul R. Rosenbaum
- Thomas Lemieux
- W. Shadish
- T. D. Cook
- J. Lunceford
- Luiz Paulo Lopes Fávero
- C. Atzmüller
Who trusts Peter M. Steiner overall
Papers from Peter M. Steiner's perspective
Ordered by how strongly the researchers Peter M. Steiner trusts endorse each paper. Same corpus, a different order for every researcher.
- The central role of the propensity score in observational studies for causal effects
- Statistics and Causal Inference
- Observational Studies
- Estimating causal effects of treatments in randomized and nonrandomized studies.
- Marginal Structural Models and Causal Inference in Epidemiology
- Full Matching in an Observational Study of Coaching for the SAT
- Efficient estimation of average treatment effects using the estimated propensity score
- Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study
- Semiparametric Efficiency in Multivariate Regression Models with Missing Data
- For objective causal inference, design trumps analysis
Their papers
- Analyzing Regression-Discontinuity Designs With Multiple Assignment Variables (2013) — 139 citations
- Can Nonrandomized Experiments Yield Accurate Answers? A Randomized Experiment Comparing Random and Nonrandom Assignments (2008) — 544 citations
- Experimental Vignette Studies in Survey Research (2010) — 984 citations
- A Primer on Propensity Score Analysis (2010) — 111 citations
- Designing Valid and Reliable Vignette Experiments for Survey Research: A Case Study on the Fair Gender Income Gap (2017) — 229 citations
- On the Importance of Reliable Covariate Measurement in Selection Bias Adjustments Using Propensity Scores (2011) — 154 citations