Goeran Kauermann

Statistics and Probability · 2001–2015

A researcher in the Science corpus: 11 papers; trusts 56 researchers and is trusted by 37 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 77 citations into it; #1,616 of 12,932 by trust here, #1,624 by citations
• Finance — 20 citations into it; #8,345 of 10,518 by trust here, #9,725 by citations
• Management Science and Operations Research — 16 citations into it; #6,344 of 11,946 by trust here, #7,262 by citations
• Economics and Econometrics — 15 citations into it; #3,926 of 23,481 by trust here, #7,755 by citations
• Artificial Intelligence — 14 citations into it; #25,826 of 35,345 by trust here, #25,809 by citations
• Applied Mathematics — 8 citations into it
• Computational Mechanics — 5 citations into it
• Environmental Engineering — 5 citations into it; #1,849 of 5,479 by trust here, #2,775 by citations

Whom Goeran Kauermann trusts overall

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

1. David Ruppert
2. Matt P. Wand
3. Jean D. Opsomer
4. Jean-David Fermanian
5. Oliver B. Linton
6. Trevor J. Hastie
7. Paul Embrechts
8. Grace Wahba
9. Eric R. Ziegel
10. Jun Yan

Who trusts Goeran Kauermann overall

1. Tatyana Krivobokova
2. Seth J. Schwartz
3. Simon N. Wood
4. Jianqing Fan
5. Giampiero Marra
6. I. Cleasby
7. Andrew F. Hayes
8. Guido Masarotto
9. Stanislav Kolenikov
10. Laura M. Stapleton

Papers from Goeran Kauermann's perspective

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

1. Spline Models for Observational Data
2. Generalized Linear Models
3. A Practical Guide to Splines
4. Generalized Additive Models
5. Regression Shrinkage and Selection via the Lasso
6. Smoothing and mixed models (Computational statistics (Zeitschrift))
7. Semiparametric Regression: Preface
8. Selecting the Number of Knots for Penalized Splines
9. Nonparametric regression and generalized linear models
10. Linear Smoothers and Additive Models

Their papers

• A Note on the Efficiency of Sandwich Covariance Matrix Estimation (2001) — 631 citations
• Some asymptotic results on generalized penalized spline smoothing (2009) — 163 citations
• Local Likelihood Estimation in Generalized Additive Models (2003) — 54 citations
• Non‐parametric small area estimation using penalized spline regression (2008) — 199 citations
• Flexible Copula Density Estimation with Penalized Hierarchical B‐splines (2013) — 74 citations
• A Note on Penalized Spline Smoothing With Correlated Errors (2007) — 137 citations
• Nonparametric small area estimation using penalized spline regression (2005) — 76 citations
• A note on smoothing parameter selection for penalized spline smoothing (2005) — 80 citations
• Expectile and quantile regression—David and Goliath? (2015) — 145 citations
• Model-Assisted Estimation of Forest Resources With Generalized Additive Models (2007) — 126 citations
• Males in the shade: habitat use and sexual segregation in the Galápagos sea lion (Zalophus californianus wollebaeki) (2005) — 100 citations