Mehmet Caner
Statistics and Probability · 2001–2016
A researcher in the Science corpus: 9 papers; trusts 58 researchers and is trusted by 75 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 62 citations into it; #2,323 of 12,932 by trust here, #6,080 by citations
- Economics and Econometrics — 26 citations into it; #1,088 of 23,481 by trust here, #2,676 by citations
- Artificial Intelligence — 17 citations into it
- Finance — 16 citations into it; #1,849 of 10,518 by trust here, #5,336 by citations
- Statistical Learning Theory — 8 citations into it
- Management Science and Operations Research — 7 citations into it
- Control and Systems Engineering — 6 citations into it
- Applied Mathematics — 5 citations into it
Whom Mehmet Caner trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Jianqing Fan
- Alexandre Belloni
- Donald W. K. Andrews
- Leo Breiman
- Whitney K. Newey
- F. Kleibergen
- Runze Li
- Hui Zou
- David L. Donoho
Who trusts Mehmet Caner overall
- B. Hansen
- Donghyeon Kim
- Toke S. Aidt
- S. Law
- F. Bec
- Giuseppe Cavaliere
- Barbara Rossi
- Anders Bredahl Kock
- José L. Ruiz
- A. Ahrens
Papers from Mehmet Caner's perspective
Ordered by how strongly the researchers Mehmet Caner trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Asymptotics for lasso-type estimators
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Ideal spatial adaptation by wavelet shrinkage
- The Adaptive Lasso and Its Oracle Properties
- Sure independence screening for ultrahigh dimensional feature space
- Estimating the Dimension of a Model
- Model selection and estimation in regression with grouped variables
- SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
- On Model Selection Consistency of Lasso
Their papers
- Size distortions of tests of the null hypothesis of stationarity: evidence and implications for the PPP debate (2001) — 241 citations
- LASSO-TYPE GMM ESTIMATOR (2009) — 146 citations
- THRESHOLD AUTOREGRESSION WITH A UNIT ROOT (2001) — 744 citations
- Asymptotically Honest Confidence Regions for High Dimensional Parameters by the Desparsified Conservative Lasso (2014) — 74 citations
- Finding the Tipping Point - When Sovereign Debt Turns Bad (2010) — 286 citations
- INSTRUMENTAL VARIABLE ESTIMATION OF A THRESHOLD MODEL (2004) — 753 citations
- The validity of instruments revisited (2012) — 88 citations
- A Nodewise Regression Approach to Estimating Large Portfolios (2016) — 55 citations
- Are 'Nearly Exogenous' Instruments Reliable? (2008) — 49 citations