相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Multi-resolution localization of causal variants across the genome
Matteo Sesia et al.
NATURE COMMUNICATIONS (2020)
From genome-wide associations to candidate causal variants by statistical fine-mapping
Daniel J. Schaid et al.
NATURE REVIEWS GENETICS (2018)
A Review on Variable Selection in Regression Analysis
Loann David Denis Desboulets
ECONOMETRICS (2018)
Variational Inference: A Review for Statisticians
David M. Blei et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)
Fine-mapping inflammatory bowel disease loci to single-variant resolution
Hailiang Huang et al.
NATURE (2017)
Genetic effects on gene expression across human tissues
Francois Aguet et al.
NATURE (2017)
A NEW PERSPECTIVE ON BOOSTING IN LINEAR REGRESSION VIA SUBGRADIENT OPTIMIZATION AND RELATIVES
Robert M. Freund et al.
ANNALS OF STATISTICS (2017)
Efficient Integrative Multi-SNP Association Analysis via Deterministic Approximation of Posteriors
Xiaoquan Wen et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2016)
BEST SUBSET SELECTION VIA A MODERN OPTIMIZATION LENS
Dimitris Bertsimas et al.
ANNALS OF STATISTICS (2016)
FINEMAP: efficient variable selection using summary data from genome-wide association studies
Christian Benner et al.
BIOINFORMATICS (2016)
JAM: A Scalable Bayesian Framework for Joint Analysis of Marginal SNP Effects
Paul J. Newcombe et al.
GENETIC EPIDEMIOLOGY (2016)
Efficient Implementations of the Generalized Lasso Dual Path Algorithm
Taylor B. Arnold et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2016)
Hierarchical Testing in the High-Dimensional Setting With Correlated Variables
Jacopo Mandozzi et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)
RNA splicing is a primary link between genetic variation and disease
Yang I. Li et al.
SCIENCE (2016)
Modeling Linkage Disequilibrium Increases Accuracy of Polygenic Risk Scores
Bjarni J. Vilhjalmsson et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2015)
CONTROLLING THE FALSE DISCOVERY RATE VIA KNOCKOFFS
Rina Foygel Barber et al.
ANNALS OF STATISTICS (2015)
Fine Mapping Causal Variants with an Approximate Bayesian Method Using Marginal Test Statistics
Wenan Chen et al.
GENETICS (2015)
Strategies for fine-mapping complex traits
Sarah L. Spain et al.
HUMAN MOLECULAR GENETICS (2015)
Statistical learning and selective inference
Jonathan Taylor et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)
Dissection of a Complex Disease Susceptibility Region Using a Bayesian Stochastic Search Approach to Fine Mapping
Chris Wallace et al.
PLOS GENETICS (2015)
Simultaneous Discovery, Estimation and Prediction Analysis of Complex Traits Using a Bayesian Mixture Model
Gerhard Moser et al.
PLOS GENETICS (2015)
Fine Mapping Causal Variants with an Approximate Bayesian Method Using Marginal Test Statistics
Wenan Chen et al.
GENETICS (2015)
Joint Analysis of Functional Genomic Data and Genome-wide Association Studies of 18 Human Traits
Joseph K. Pickrell
AMERICAN JOURNAL OF HUMAN GENETICS (2014)
ADAPTIVE PIECEWISE POLYNOMIAL ESTIMATION VIA TREND FILTERING
Ryan J. Tibshirani
ANNALS OF STATISTICS (2014)
Identifying Causal Variants at Loci with Multiple Signals of Association
Farhad Hormozdiari et al.
GENETICS (2014)
MultiBLUP: improved SNP-based prediction for complex traits
Doug Speed et al.
GENOME RESEARCH (2014)
EFFICIENT COMPUTATION WITH A LINEAR MIXED MODEL ON LARGE-SCALE DATA SETS WITH APPLICATIONS TO GENETIC STUDIES
Matti Pirinen et al.
ANNALS OF APPLIED STATISTICS (2013)
A Unified Framework for Association Analysis with Multiple Related Phenotypes
Matthew Stephens
PLOS ONE (2013)
Polygenic Modeling with Bayesian Sparse Linear Mixed Models
Xiang Zhou et al.
PLOS GENETICS (2013)
Bayesian refinement of association signals for 14 loci in 3 common diseases
Julian B. Maller et al.
NATURE GENETICS (2012)
A Selective Review of Group Selection in High-Dimensional Models
Jian Huang et al.
STATISTICAL SCIENCE (2012)
Scalable Variational Inference for Bayesian Variable Selection in Regression, and Its Accuracy in Genetic Association Studies
Peter Carbonetto et al.
BAYESIAN ANALYSIS (2012)
GCTA: A Tool for Genome-wide Complex Trait Analysis
Jian Yang et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2011)
BAYESIAN VARIABLE SELECTION REGRESSION FOR GENOME-WIDE ASSOCIATION STUDIES AND OTHER LARGE-SCALE PROBLEMS
Yongtao Guan et al.
ANNALS OF APPLIED STATISTICS (2011)
Bayesian Detection of Expression Quantitative Trait Loci Hot Spots
Leonardo Bottolo et al.
GENETICS (2011)
Is Bayes Posterior just Quick and Dirty Confidence?
D. A. S. Fraser
STATISTICAL SCIENCE (2011)
A variational Bayes algorithm for fast and accurate multiple locus genome-wide association analysis
Benjamin A. Logsdon et al.
BMC BIOINFORMATICS (2010)
Stability selection
Nicolai Meinshausen et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2010)
Evolutionary Stochastic Search for Bayesian Model Exploration
Leonard Bottolo et al.
BAYESIAN ANALYSIS (2010)
Bayesian statistical methods for genetic association studies
Matthew Stephens et al.
NATURE REVIEWS GENETICS (2009)
A Review of Bayesian Variable Selection Methods: What, How and Which
R. B. O'Hara et al.
BAYESIAN ANALYSIS (2009)
Hierarchical false discovery rate-controlling methodology
Daniel Yekutieli
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2008)
High-Resolution Mapping of Expression-QTLs Yields Insight into Human Gene Regulation
Jean-Baptiste Veyrieras et al.
PLOS GENETICS (2008)
Capturing heterogeneity in gene expression studies by surrogate variable analysis
Jeffrey T. Leek et al.
PLOS GENETICS (2007)
Imputation-based analysis of association studies: Candidate regions and quantitative traits
Bertrand Servin et al.
PLOS GENETICS (2007)
Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model
Bo Wang et al.
BAYESIAN ANALYSIS (2006)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
Bayesian association-based fine mapping in small chromosomal segments
MJ Sillanpaa et al.
GENETICS (2005)
Circular binary segmentation for the analysis of array-based DNA copy number data
AB Olshen et al.
BIOSTATISTICS (2004)
Additive logistic regression: A statistical view of boosting
J Friedman et al.
ANNALS OF STATISTICS (2000)
Dealing with label switching in mixture models
M Stephens
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2000)
分享论文
