Shinya Tanaka

Economics and Econometrics · 2015–2019

A researcher in the Science corpus: 2 papers; trusts 32 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Economics and Econometrics — 34 citations into it; #23,184 of 23,481 by trust here, #20,730 by citations
• Statistics and Probability — 32 citations into it
• Finance — 16 citations into it; #10,412 of 10,518 by trust here, #9,027 by citations
• Management Science and Operations Research — 11 citations into it
• Artificial Intelligence — 7 citations into it
• Applied Mathematics — 5 citations into it
• Computational Mechanics — 5 citations into it

Whom Shinya Tanaka trusts overall

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

1. Jushan Bai
2. Cun-Hui Zhang
3. Jianqing Fan
4. Pierre Perron
5. Serena Ng
6. James H. Stock
7. Robert Tibshirani
8. Donald W. K. Andrews
9. Seung C. Ahn
10. Gary Koop

Who trusts Shinya Tanaka overall

1. Liangjun Su

Papers from Shinya Tanaka's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Inferential Theory for Factor Models of Large Dimensions
3. Forecasting Using Principal Components From a Large Number of Predictors
4. Determining the Number of Factors in Approximate Factor Models
5. Nearly unbiased variable selection under minimax concave penalty
6. Eigenvalue Ratio Test for the Number of Factors
7. Estimating the Dimension of a Model
8. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
9. Addendum: Regularization and variable selection via the elastic net
10. The Adaptive Lasso and Its Oracle Properties

Their papers

• Testing for Factor Loading Structural Change under Common Breaks (2015) — 61 citations
• High‐dimensional macroeconomic forecasting and variable selection via penalized regression (2019) — 60 citations