A. Chatterjee

Statistics and Probability · with Lahiri · 2010–2013

A researcher in the Science corpus: 3 papers; trusts 40 researchers and is trusted by 30 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 36 citations into it; #1,325 of 12,932 by trust here, #3,102 by citations
• Artificial Intelligence — 12 citations into it; #5,627 of 35,345 by trust here, #17,412 by citations
• Statistical Learning Theory — 8 citations into it
• Computational Mechanics — 6 citations into it
• Management Science and Operations Research — 6 citations into it
• Optimization & Training — 6 citations into it
• Applied Mathematics — 5 citations into it

Whom A. Chatterjee trusts overall

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

1. Robert Tibshirani
2. Hui Zou
3. Jianqing Fan
4. John Fox
5. Bradley Efron
6. Martin J. Wainwright
7. Nicolai Meinshausen
8. Keith Knight
9. Trevor J. Hastie
10. Jerome H. Friedman

Who trusts A. Chatterjee overall

1. Sara A. van de Geer
2. Peter Buhlmann
3. Jana Jankov'a
4. Ruben Dezeure
5. Alessandro Rinaldo
6. Soumendra Nath Lahiri
7. Jared C. Foster
8. Hanzhong Liu
9. Y. Li
10. Rajen Dinesh Shah

Papers from A. Chatterjee's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Asymptotics for lasso-type estimators
3. The Adaptive Lasso and Its Oracle Properties
4. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
5. Model selection and estimation in regression with grouped variables
6. High-dimensional graphs and variable selection with the Lasso
7. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
8. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
9. Atomic Decomposition by Basis Pursuit
10. PATHWISE COORDINATE OPTIMIZATION

Their papers

• Bootstrapping Lasso Estimators (2011) — 302 citations
• Rates of convergence of the Adaptive LASSO estimators to the Oracle distribution and higher order refinements by the bootstrap (2013) — 97 citations
• Asymptotic properties of the residual bootstrap for Lasso estimators (2010) — 90 citations