Junyang Qian

Statistics and Probability · 2017–2021

A researcher in the Science corpus: 2 papers; trusts 5 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

Whom Junyang Qian trusts overall

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

  1. Peter C. Austin
  2. Donald B. Rubin
  3. Jerome H. Friedman
  4. Susan Athey
  5. Trevor J. Hastie
  6. Guido W. Imbens
  7. Kosuke Imai
  8. Stefan Wager
  9. Donald P. Green
  10. Marvin N. Wright

Who trusts Junyang Qian overall

  1. Ahmed M. Alaa
  2. Xinkun Nie
  3. Mihaela van der Schaar
  4. Dimitris J. Bertsimas

Papers from Junyang Qian's perspective

Ordered by how strongly the researchers Junyang Qian 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. Estimating causal effects of treatments in randomized and nonrandomized studies.
  3. Random Forests
  4. Greedy function approximation: A gradient boosting machine.
  5. Estimating Individualized Treatment Rules Using Outcome Weighted Learning
  6. On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9
  7. Modeling Heterogeneous Treatment Effects in Survey Experiments with Bayesian Additive Regression Trees
  8. Recursive partitioning for heterogeneous causal effects
  9. The elements of statistical learning: data mining, inference and prediction
  10. Estimating treatment effect heterogeneity in randomized program evaluation

Their papers