Ulrike Grömping
Statistics and Probability · 2007–2009
A researcher in the Science corpus: 2 papers; trusts 29 researchers and is trusted by 45 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 17 citations into it; #1,073 of 12,932 by trust here, #3,893 by citations
Whom Ulrike Grömping trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jeff W. Johnson
- Hemant Ishwaran
- Leo Breiman
- Richard B. Darlington
- Stan Lipovetsky
- Torsten Hothorn
- Robert Tibshirani
- R. Azen
- David V. Budescu
- Lloyd S. Shapley
Who trusts Ulrike Grömping overall
- Jonas M. B. Haslbeck
- Mukund Sundararajan
- Martin H. Teicher
- Hristos Tyralis
- Jessica Breaugh
- Miguel Angel Castillo-Santiago
- Mark Aguiar
- N. Otero
- Fabian Bornhorst
- M. Fernández‐Martínez
Papers from Ulrike Grömping's perspective
Ordered by how strongly the researchers Ulrike Grömping trusts endorse each paper. Same corpus, a different order for every researcher.
- Random Forests
- Regression Shrinkage and Selection via the Lasso
- Bagging Predictors
- Addendum: Regularization and variable selection via the elastic net
- Multiple regression in psychological research and practice.
- The Elements of Statistical Learning
- Unbiased Recursive Partitioning: A Conditional Inference Framework
- The Nature of Statistical Learning Theory
- Bias in random forest variable importance measures: Illustrations, sources and a solution
- Boosting the margin: A new explanation for the effectiveness of voting methods
Their papers
- Estimators of Relative Importance in Linear Regression Based on Variance Decomposition (2007) — 619 citations
- Variable Importance Assessment in Regression: Linear Regression versus Random Forest (2009) — 399 citations