Brian D. Marx

Statistics and Probability · 1998–2015

A researcher in the Science corpus: 5 papers; trusts 25 researchers and is trusted by 17 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 45 citations into it; #2,777 of 12,932 by trust here, #4,253 by citations
• Artificial Intelligence — 8 citations into it
• Economics and Econometrics — 8 citations into it
• Computational Mechanics — 7 citations into it
• Environmental Engineering — 7 citations into it
• Computer Vision and Pattern Recognition — 6 citations into it
• Management Science and Operations Research — 6 citations into it
• Applied Mathematics — 5 citations into it; #6,200 of 7,620 by trust here, #5,850 by citations

Whom Brian D. Marx trusts overall

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

1. Simon N. Wood
2. Paul H. C. Eilers
3. David Ruppert
4. Iain D. Currie
5. Andreas Brezger
6. Stefan Lang
7. Chong Gu
8. Sara Martino
9. Eric R. Ziegel
10. Alan Y. Chiang

Who trusts Brian D. Marx overall

1. Simon N. Wood
2. Andreas Brezger
3. David Ruppert
4. Paul H. C. Eilers
5. Stefan Lang
6. María Durbán
7. Dae-Jin Lee
8. Alexandra Chouldechova
9. Ciprian M. Crainiceanu
10. Andrea Hennerfeind

Papers from Brian D. Marx's perspective

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

1. Direct generalized additive modeling with penalized likelihood
2. Smoothing Spline Anova Models
3. Generalized Additive Models: An Introduction With R
4. PENALIZED STRUCTURED ADDITIVE REGRESSION FOR SPACE-TIME DATA: A BAYESIAN PERSPECTIVE
5. A Practical Guide to Splines
6. Smoothing and mixed models (Computational statistics (Zeitschrift))
7. Generalized structured additive regression based on Bayesian P-splines (Computational Statistics & Data Analysis)
8. Modelling and smoothing parameter estimation with multiple quadratic penalties
9. Flexible smoothing with P-splines: a unified approach
10. Bayesian P-Splines

Their papers

• Multivariate calibration with temperature interaction using two-dimensional penalized signal regression (2003) — 160 citations
• Regression: Models, Methods and Applications (2013) — 663 citations
• Splines, knots, and penalties (2010) — 317 citations
• Twenty years of P-splines (2015) — 172 citations
• Direct generalized additive modeling with penalized likelihood (1998)