Zijian Guo

Statistics and Probability · with Cai · 2015–2019

A researcher in the Science corpus: 3 papers; trusts 47 researchers and is trusted by 11 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 64 citations into it; #3,829 of 12,932 by trust here, #5,857 by citations
• Computational Mechanics — 18 citations into it; #2,746 of 10,001 by trust here, #5,567 by citations
• Artificial Intelligence — 11 citations into it; #11,052 of 35,345 by trust here, #21,878 by citations
• Statistical Learning Theory — 11 citations into it
• Control and Systems Engineering — 8 citations into it
• Genetics — 8 citations into it

Whom Zijian Guo trusts overall

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

1. Robert Tibshirani
2. Cun-Hui Zhang
3. Trevor J. Hastie
4. Tommaso Cai
5. Alexandre Belloni
6. Victor Chernozhukov
7. Tingni Sun
8. Sara A. van de Geer
9. Alan Y. Chiang
10. Vladimir Koltchinskii

Who trusts Zijian Guo overall

1. Victor Chernozhukov
2. Whitney K. Newey
3. Yinchu Zhu
4. F. Windmeijer
5. Susan Athey
6. Jana Jankov'a
7. Qingyuan Zhao
8. Rahul Singh
9. Jelena Bradic
10. Stefan Wager

Papers from Zijian Guo's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. On asymptotically optimal confidence regions and tests for high-dimensional models
3. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
4. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
5. The Dantzig selector: Statistical estimation when P is much larger than n
6. High-dimensional graphs and variable selection with the Lasso
7. Confidence intervals and hypothesis testing for high-dimensional regression
8. On Model Selection Consistency of Lasso
9. Controlling the false discovery rate: a practical and powerful approach to multiple testing
10. Asymptotics for lasso-type estimators

Their papers

• Confidence intervals for high-dimensional linear regression: Minimax rates and adaptivity (2015) — 191 citations
• Confidence intervals for causal effects with invalid instruments by using two‐stage hard thresholding with voting (2016) — 128 citations
• Local Inference in Additive Models with Decorrelated Local Linear Estimator (2019)