Damian Kozbur

Statistics and Probability · 2014–2017

A researcher in the Science corpus: 2 papers; trusts 50 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 44 citations into it; #8,895 of 12,932 by trust here, #9,233 by citations
• Economics and Econometrics — 14 citations into it
• Artificial Intelligence — 13 citations into it
• Causal Inference & Discovery — 8 citations into it
• Statistical Learning Theory — 8 citations into it
• Computational Mechanics — 6 citations into it

Whom Damian Kozbur trusts overall

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

1. Robert Tibshirani
2. Victor Chernozhukov
3. Gary Chamberlain
4. Alexandre Belloni
5. Susan Athey
6. Whitney K. Newey
7. Guido W. Imbens
8. Christian Hansen
9. Hui Zou
10. P. Bekker

Who trusts Damian Kozbur overall

1. Max H. Farrell

Papers from Damian Kozbur's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
3. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
4. The Dantzig selector: Statistical estimation when P is much larger than n
5. On asymptotically optimal confidence regions and tests for high-dimensional models
6. The Adaptive Lasso and Its Oracle Properties
7. ImageNet classification with deep convolutional neural networks
8. Supplementary Appendix for"Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"
9. On Model Selection Consistency of Lasso
10. Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Their papers

• Targeted Undersmoothing. (2017) — 12 citations
• Instrumental variables estimation with many weak instruments using regularized JIVE (2014) — 107 citations