Margaret R. Karagas
Molecular Biology · 2004–2016
A researcher in the Science corpus: 6 papers; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 24 citations into it
- Genetics — 22 citations into it
- Statistics and Probability — 9 citations into it
- Artificial Intelligence — 6 citations into it
Whom Margaret R. Karagas trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Margaret R. Karagas's perspective
Ordered by how strongly the researchers Margaret R. Karagas trusts endorse each paper. Same corpus, a different order for every researcher.
- Detecting gene-gene interactions that underlie human diseases (Nature reviews genetics)
- Identifying SNPs predictive of phenotype using random forests (Genetic Epidemiology)
- Screening large-scale association study data: exploiting interactions using random forests
- Spatially Uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions
- GAMETES: a fast, direct algorithm for generating pure, strict, epistatic models with random architectures
- Nonparametric regression with errors in variables
- Theory of point estimation
- The consistency of posterior distributions in nonparametric problems
- Bayesian analysis of binary and polychotomous response data
- A random forest approach to the detection of epistatic interactions in case-control studies (BMC Bioinformatics)
Their papers
- Nonlinear and Nonparametric Regression and Instrumental Variables (2004) — 64 citations
- Aging and Environmental Exposures Alter Tissue-Specific DNA Methylation Dependent upon CpG Island Context (2009) — 1,102 citations
- Detecting gene-gene interactions using a permutation-based random forest method (2016) — 65 citations
- Erratum: Genetic variation in the prostate stem cell antigen gene PSCA confers susceptibility to urinary bladder cancer (Nature Genetics (2009) 41 (991-995)) (2009) — 1,611 citations
- Evidence on the Human Health Effects of Low-Level Methylmercury Exposure (2012) — 630 citations
- Some drinking-water disinfectants and contaminants, including arsenic. (2004) — 869 citations