Iv'an D'iaz

Statistics and Probability · 2013–2019

A researcher in the Science corpus: 4 papers; trusts 50 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

Whom Iv'an D'iaz trusts overall

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

  1. M. J. van der Laan
  2. James M. Robins
  3. Judea Pearl
  4. Victor Chernozhukov
  5. Whitney K. Newey
  6. Leo Breiman
  7. Donald B. Rubin
  8. Sherri Rose
  9. Robert Tibshirani
  10. D. Chetverikov

Who trusts Iv'an D'iaz overall

  1. Edward H. Kennedy
  2. Nathan Kallus
  3. Masatoshi Uehara
  4. Zongming Ma
  5. Matthew McHugh

Papers from Iv'an D'iaz's perspective

Ordered by how strongly the researchers Iv'an D'iaz trusts endorse each paper. Same corpus, a different order for every researcher.

  1. Regression Shrinkage and Selection via the Lasso
  2. Targeted Learning: Causal Inference for Observational and Experimental Data
  3. Random Forests
  4. Direct and Indirect Effects
  5. Causality : Models , Reasoning , and Inference
  6. Double/debiased machine learning for treatment and structural parameters
  7. Estimating causal effects of treatments in randomized and nonrandomized studies.
  8. Identifiability and Exchangeability for Direct and Indirect Effects
  9. The central role of the propensity score in observational studies for causal effects
  10. On asymptotically optimal confidence regions and tests for high-dimensional models

Their papers