Concepedia

TIGAR: An Improved Bayesian Tool for Transcriptomic Data Imputation Enhances Gene Mapping of Complex Traits

Sini Nagpal, Xiaoran Meng, Michael P. Epstein, Lam C. Tsoi, Matthew T. Patrick, Greg Gibson, Philip L. De Jager, David A. Bennett, Aliza P. Wingo, Thomas S. Wingo,

The American Journal of Human Genetics · 2019 · 181 citations · 43 references

Open access

Concepts

Genome-wide Association StudyGenetic AnalysisImproved Bayesian ToolFunctional GenomicsGenotype-phenotype AssociationGeneticsComputational GenomicsComplex TraitsLinkage AnalysisStatistical GeneticsGenomicsPublic HealthSystems BiologyMedicineBioinformatics

References

43

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 50.3K citations

Engineering, High-dimensional Method, Robust Modeling +14

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 20.1K citations · Full text

GCTA: A Tool for Genome-wide Complex Trait Analysis

Jian Yang, Sang Lee, Michael E. Goddard et al. · The American Journal of Human Genetics · 2010 · 8.9K citations · Full text

Genome-wide Association Study, Genotype-phenotype Association, Genetics +5

An integrated map of genetic variation from 1,092 human genomes

Nature · 2012 · 8.1K citations · Full text

Haplotype Determination, Human Variation, Integrated Map +9

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 2000 · 6.6K citations

Parameter Estimation, Engineering, High-dimensional Method +13