Sida Peng

Statistics and Probability · with Cihon · 2018–2023

A researcher in the Science corpus: 2 papers; trusts 26 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

Whom Sida Peng trusts overall

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

  1. Zhiqiang Tan
  2. Victor Chernozhukov
  3. Jinyong Hahn
  4. James M. Robins
  5. Alexandre Belloni
  6. Donald B. Rubin
  7. Guido W. Imbens
  8. José R. Zubizarreta
  9. Kosuke Imai
  10. Jianqing Fan

Who trusts Sida Peng overall

  1. Angela Fan
  2. Ezequiel Smucler

Papers from Sida Peng's perspective

Ordered by how strongly the researchers Sida Peng 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. On asymptotically optimal confidence regions and tests for high-dimensional models
  3. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
  4. Regression Shrinkage and Selection via the Lasso
  5. Double/debiased machine learning for treatment and structural parameters
  6. Supplementary Appendix for"Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"
  7. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
  8. On Model Selection Consistency of Lasso
  9. Approximate residual balancing: debiased inference of average treatment effects in high dimensions
  10. Estimation of Regression Coefficients When Some Regressors are not Always Observed

Their papers