Michael S. Lauer
Molecular Biology · 2000–2015
A researcher in the Science corpus: 10 papers; trusts 6 researchers and is trusted by 15 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 38 citations into it
- Genetics — 29 citations into it
- Statistics and Probability — 25 citations into it; #3,453 of 12,932 by trust here, #2,261 by citations
- Artificial Intelligence — 5 citations into it
Whom Michael S. Lauer trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Michael S. Lauer overall
Papers from Michael S. Lauer's perspective
Ordered by how strongly the researchers Michael S. Lauer trusts endorse each paper. Same corpus, a different order for every researcher.
- Bagging Predictors
- Random Forests
- L1‐regularization path algorithm for generalized linear models
- Addendum: Regularization and variable selection via the elastic net
- Diagnosis of multiple cancer types by shrunken centroids of gene expression
- Unbiased Recursive Partitioning: A Conditional Inference Framework
- Screening large-scale association study data: exploiting interactions using random forests
- Relative risk trees for censored survival data.
- Adaptive Lasso for Cox's proportional hazards model
- Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)
Their papers
- Random survival forests (2008) — 2,820 citations
- High-Dimensional Variable Selection for Survival Data (2010) — 440 citations
- Social Determinants of Risk and Outcomes for Cardiovascular Disease: A Scientific Statement From the American Heart Association (2015) — 1,145 citations
- 2010 ACCF/AHA guideline for assessment of cardiovascular risk in asymptomatic adults: executive summary: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines. (2010) — 951 citations
- 2010 ACCF/AHA guideline for assessment of cardiovascular risk in asymptomatic adults: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines. (2010) — 1,529 citations
- Defining and Setting National Goals for Cardiovascular Health Promotion and Disease Reduction: The American Heart Association's Strategic Impact Goal Through 2020 and Beyond (2010) — 4,217 citations
- 2010 ACCF/AHA guideline for assessment of cardiovascular risk in asymptomatic adults: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines. (2010) — 732 citations
- Cardiac rehabilitation and secondary prevention of coronary heart disease: an American Heart Association scientific statement from the Council on Clinical Cardiology (Subcommittee on Exercise, Cardiac Rehabilitation, and Prevention) and the Council on Nutrition, Physical Activity, and Metabolism (Su (2005) — 814 citations
- Inflammation as a Risk Factor for Atrial Fibrillation (2003) — 1,466 citations
- Heart Rate Recovery after Submaximal Exercise Testing as a Predictor of Mortality in a Cardiovascularly Healthy Cohort (2000) — 620 citations