Andreas Ziegler

Genetics · Nature Genetics · 2006–2016

A researcher in the Science corpus: 12 papers; trusts 17 researchers and is trusted by 46 researchers here, as inferred from the citation graph.

Subfields

• Genetics — 87 citations into it; #300 of 6,854 by trust here, #240 by citations
• Molecular Biology — 53 citations into it; #1,014 of 17,773 by trust here, #2,661 by citations
• Statistics and Probability — 10 citations into it; #1,267 of 12,932 by trust here, #2,751 by citations

Whom Andreas Ziegler trusts overall

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

1. Andy Liaw
2. Dirk Eddelbuettel
3. Torsten Hothorn
4. Anna Bosch
5. Trevor J. Hastie
6. Kristin K. Nicodemus
7. Matthew C. Wiener
8. Romain François
9. Leo Breiman

Who trusts Andreas Ziegler overall

1. Michal Rolinek
2. Philipp Probst
3. E. Santecchia
4. Velibor V. Misic
5. Clément Bénard
6. Yuxi Li
7. Dominik Zietlow
8. Marvin N. Wright
9. Anne-Laure Boulesteix
10. Iv'an D'iaz

Papers from Andreas Ziegler's perspective

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

1. Random Forests
2. Classification and Regression by randomForest
3. Image Classification using Random Forests and Ferns (IEEE International Conference on Computer Vision)
4. The behaviour of random forest permutation-based variable importance measures under predictor correlation (BMC Bioinformatics)
5. Rcpp: Seamless R and C++ Integration
6. ggplot2 - Elegant Graphics for Data Analysis (2nd Edition)
7. Modeling Survival Data Extending The Cox Model
8. R: A language and environment for statistical computing.
9. Random survival forests
10. Population genomics of human gene expression (Nature Genetics)

Their papers

• ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R (2015) — 3,542 citations
• Genomewide Association Analysis of Coronary Artery Disease (2007) — 2,121 citations
• Genome-wide association of early-onset myocardial infarction with common single nucleotide polymorphisms, common copy number variants, and rare copy number variants (2009) — 1,094 citations
• The behaviour of random forest permutation-based variable importance measures under predictor correlation (2010) — 351 citations
• Large-scale association analysis identifies new risk loci for coronary artery disease (2012) — 1,642 citations
• Multiple New Loci Associated with Kidney Function and Chronic Kidney Disease: The CKDGen consortium (2010) — 799 citations
• Maximum likelihood method (2011) — 78 citations
• An Introduction to Statistical Learning with Applications. R. G. James, D. Witten, T. Hastie, and R. Tibshirani (2013). Berlin: Springer. 440 pages, ISBN: 978‐1‐4614‐7138‐7. (2016) — 255 citations
• Plasma HDL cholesterol and risk of myocardial infarction: a mendelian randomisation study (2012) — 2,232 citations
• Genetics and Beyond – The Transcriptome of Human Monocytes and Disease Susceptibility (2010) — 678 citations
• Biological, Clinical, and Population Relevance of 95 Loci for Blood Lipids (2010) — 3,781 citations
• A Statistical Approach to Genetic Epidemiology: Concepts and Applications (2006) — 155 citations