Martin Spindler

Statistics and Probability · 2015

A researcher in the Science corpus: 3 papers; trusts 22 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 59 citations into it; #4,049 of 12,932 by trust here, #5,126 by citations
• Economics and Econometrics — 22 citations into it; #10,136 of 23,481 by trust here, #15,581 by citations
• Artificial Intelligence — 17 citations into it
• Statistical Learning Theory — 10 citations into it
• Computational Mechanics — 7 citations into it
• Control and Systems Engineering — 6 citations into it
• Causal Inference & Discovery — 5 citations into it

Whom Martin Spindler trusts overall

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

1. Alexandre Belloni
2. Victor Chernozhukov
3. Peter Buhlmann
4. Jerome H. Friedman
5. Robert Tibshirani
6. E.J. Candes
7. Christian Hansen
8. Peter J. Bickel
9. Sara A. van de Geer
10. Mark Rudelson

Who trusts Martin Spindler overall

1. Victor Chernozhukov
2. Susan Athey
3. Yinchu Zhu
4. Alexandre Belloni
5. Whitney K. Newey
6. Stefan Wager
7. Christian Hansen
8. Jelena Bradic
9. D. Chetverikov

Papers from Martin Spindler's perspective

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

1. The Dantzig selector: Statistical estimation when P is much larger than n
2. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
3. Regression Shrinkage and Selection via the Lasso
4. Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain
5. Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming
6. Boosting for high-dimensional linear models
7. Greedy function approximation: A gradient boosting machine.
8. On sparse reconstruction from Fourier and Gaussian measurements
9. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
10. Generalized autoregressive conditional heteroskedasticity

Their papers

• Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach (2015) — 190 citations
• Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments (2015) — 208 citations
• Stock market volatility: Identifying major drivers and the nature of their impact (2015) — 128 citations