Marc Aerts
Statistics and Probability · 2000–2017
A researcher in the Science corpus: 10 papers; trusts 10 researchers and is trusted by 19 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 19 citations into it; #3,083 of 12,932 by trust here, #3,330 by citations
- Artificial Intelligence — 9 citations into it; #29,859 of 35,345 by trust here, #21,878 by citations
Whom Marc Aerts trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jean D. Opsomer
- Bradley Efron
- Lyle Ungar
- Brian D. Marx
- Trevor J. Hastie
- Paul H. C. Eilers
- Eric R. Ziegel
- Hirotogu Akaike
- Robert Tibshirani
- Alan Y. Chiang
Who trusts Marc Aerts overall
- Gerda Claeskens
- Iain D. Currie
- Goeran Kauermann
- Geert Molenberghs
- Jean D. Opsomer
- Nils Lid Hjort
- Peter Hall
- María Durbán
- Rong Chen
- Yong Zhou
Papers from Marc Aerts's perspective
Ordered by how strongly the researchers Marc Aerts trusts endorse each paper. Same corpus, a different order for every researcher.
- The Elements of Statistical Learning
- Direct generalized additive modeling with penalized likelihood
- Generalized Additive Models: An Introduction With R
- A Practical Guide to Splines
- Generalized Additive Models
- Theory & Methods: Spatially‐adaptive Penalties for Spline Fitting
- Information Theory and an Extension of the Maximum Likelihood Principle
- The central role of the propensity score in observational studies for causal effects
- Curve and surface fitting with splines
- Asymptotic Properties of Backfitting Estimators
Their papers
- Testing lack of fit in multiple regression (2000) — 74 citations
- Some theory for penalized spline generalized additive models (2002) — 64 citations
- Quantile regression with monotonicity restrictions using P-splines and the L1-norm (2006) — 62 citations
- Local multiple imputation (2002) — 47 citations
- Metaprop: a Stata command to perform meta-analysis of binomial data (2014) — 1,959 citations
- The Effective Sample Size and an Alternative Small-Sample Degrees-of-Freedom Method (2009) — 82 citations
- Update: use of the benchmark dose approach in risk assessment (2017) — 451 citations
- Mining social mixing patterns for infectious disease models based on a two-day population survey in Belgium (2009) — 1,394 citations
- Topics in Modelling of Clustered Data (2002) — 132 citations
- Logistic regression analysis of factors influencing core breakdown in 'Conference' pears (2000) — 91 citations