Stefano Maria Iacus
Statistics and Probability · 2004–2013
A researcher in the Science corpus: 7 papers; trusts 17 researchers and is trusted by 67 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 48 citations into it; #863 of 12,932 by trust here, #867 by citations
- Economics and Econometrics — 17 citations into it
- Artificial Intelligence — 11 citations into it
- Causal Inference & Discovery — 10 citations into it
Whom Stefano Maria Iacus trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Donald B. Rubin
- Guido W. Imbens
- R. Lalonde
- Gary King
- Alberto Abadie
- Kosuke Imai
- Daniel E. Ho
- Jeffrey A. Smith
- Elizabeth A. Stuart
- Basque Country
Who trusts Stefano Maria Iacus overall
- Brad N. Greenwood
- Andrew S. Belasco
- Kenneth Younge
- Sudeepa Roy
- Frederick Bereskin
- Marco Morucci
- Nathan Kallus
- Cynthia Rudin
- Matthew Desmond
- Sunil Wattal
Papers from Stefano Maria Iacus's perspective
Ordered by how strongly the researchers Stefano Maria Iacus trusts endorse each paper. Same corpus, a different order for every researcher.
- Observational Studies
- The central role of the propensity score in observational studies for causal effects
- The Role of the Propensity Score in Estimating Dose-Response Functions
- [On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies
- Statistics and Causal Inference
- Controlling Bias in Observational Studies: A Review.
- Longitudinal Analysis of Labor Market Data.
- Do Get-Out-the-Vote Calls Reduce Turnout? The Importance of Statistical Methods for Field Experiments
- Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributions
- The prognostic analogue of the propensity score
Their papers
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction (2010) — 2,135 citations
- Causal Inference without Balance Checking: Coarsened Exact Matching (2012) — 3,362 citations
- Multivariate Matching Methods That Are Monotonic Imbalance Bounding (2011) — 969 citations
- Cem: Coarsened Exact Matching in Stata (2009) — 1,569 citations
- Every tweet counts? How sentiment analysis of social media can improve our knowledge of citizens’ political preferences with an application to Italy and France (2013) — 513 citations
- Matching for Causal Inference Without Balance Checking (2008) — 196 citations
- Bioconductor: open software development for computational biology and bioinformatics (2004) — 12,915 citations