Marc Ratkovic

Statistics and Probability · 2013–2015

A researcher in the Science corpus: 3 papers; trusts 71 researchers and is trusted by 52 researchers here, as inferred from the citation graph.

Subfields

Whom Marc Ratkovic trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

  1. Donald B. Rubin
  2. James M. Robins
  3. Guido W. Imbens
  4. Kosuke Imai
  5. Alberto Abadie
  6. Elizabeth A. Stuart
  7. Susan A. Murphy
  8. Paul R. Rosenbaum
  9. Yi Lin
  10. R. Lalonde

Who trusts Marc Ratkovic overall

  1. Susan Athey
  2. Stefan Wager
  3. Kosuke Imai
  4. José R. Zubizarreta
  5. Christian Fong
  6. Guido W. Imbens
  7. Shu Yang
  8. Jack Dunn
  9. David A. Hirshberg
  10. Satoshi Usami

Papers from Marc Ratkovic's perspective

Ordered by how strongly the researchers Marc Ratkovic trusts endorse each paper. Same corpus, a different order for every researcher.

  1. The central role of the propensity score in observational studies for causal effects
  2. Regression Shrinkage and Selection via the Lasso
  3. The Nature of Statistical Learning Theory
  4. Statistics and Causal Inference
  5. Regularization Paths for Generalized Linear Models via Coordinate Descent
  6. [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
  7. Estimating causal effects of treatments in randomized and nonrandomized studies.
  8. Addendum: Regularization and variable selection via the elastic net
  9. Marginal Structural Models versus Structural nested Models as Tools for Causal inference
  10. Spline Models for Observational Data

Their papers