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Title
A review of kernel methods for genetic association studies
Authors
Keywords
-
Journal
GENETIC EPIDEMIOLOGY
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2019-01-03
DOI
10.1002/gepi.22180
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Note: Only part of the references are listed.- KMgene: a unified R package for gene-based association analysis for complex traits
- (2018) Qi Yan et al. BIOINFORMATICS
- FastSKAT: Sequence kernel association tests for very large sets of markers
- (2018) Thomas Lumley et al. GENETIC EPIDEMIOLOGY
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- Region-based association tests for sequencing data on survival traits
- (2017) Li-Chu Chien et al. GENETIC EPIDEMIOLOGY
- Powerful Genetic Association Analysis for Common or Rare Variants with High-Dimensional Structured Traits
- (2017) Xiang Zhan et al. GENETICS
- Powerful Genetic Association Analysis for Common or Rare Variants with High-Dimensional Structured Traits
- (2017) Xiang Zhan et al. GENETICS
- MiRKAT-S: a community-level test of association between the microbiota and survival times
- (2017) Anna Plantinga et al. Microbiome
- A powerful microbiome-based association test and a microbial taxa discovery framework for comprehensive association mapping
- (2017) Hyunwook Koh et al. Microbiome
- A Statistical Approach for Testing Cross-Phenotype Effects of Rare Variants
- (2016) K. Alaine Broadaway et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Boosting the Power of the Sequence Kernel Association Test by Properly Estimating Its Null Distribution
- (2016) Kai Wang AMERICAN JOURNAL OF HUMAN GENETICS
- On Sample Size and Power Calculation for Variant Set-Based Association Tests
- (2016) Baolin Wu et al. ANNALS OF HUMAN GENETICS
- On Efficient and Accurate Calculation of SignificanceP-Values for Sequence Kernel Association Testing of Variant Set
- (2016) Baolin Wu et al. ANNALS OF HUMAN GENETICS
- A method for analyzing multiple continuous phenotypes in rare variant association studies allowing for flexible correlations in variant effects
- (2016) Jianping Sun et al. EUROPEAN JOURNAL OF HUMAN GENETICS
- Prioritizing individual genetic variants after kernel machine testing using variable selection
- (2016) Qianchuan He et al. GENETIC EPIDEMIOLOGY
- A small-sample multivariate kernel machine test for microbiome association studies
- (2016) Xiang Zhan et al. GENETIC EPIDEMIOLOGY
- Sequence Kernel Association Test of Multiple Continuous Phenotypes
- (2016) Baolin Wu et al. GENETIC EPIDEMIOLOGY
- Powerful and Adaptive Testing for Multi-trait and Multi-SNP Associations with GWAS and Sequencing Data
- (2016) Junghi Kim et al. GENETICS
- Powerful and Adaptive Testing for Multi-trait and Multi-SNP Associations with GWAS and Sequencing Data
- (2016) Junghi Kim et al. GENETICS
- A Powerful Pathway-Based Adaptive Test for Genetic Association with Common or Rare Variants
- (2015) Wei Pan et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test
- (2015) Ni Zhao et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Bayesian model comparison in genetic association analysis: linear mixed modeling and SNP set testing
- (2015) Xiaoquan Wen BIOSTATISTICS
- Kernel Approach for Modeling Interaction Effects in Genetic Association Studies of Complex Quantitative Traits
- (2015) K. Alaine Broadaway et al. GENETIC EPIDEMIOLOGY
- Small Sample Kernel Association Tests for Human Genetic and Microbiome Association Studies
- (2015) Jun Chen et al. GENETIC EPIDEMIOLOGY
- Associating Multivariate Quantitative Phenotypes with Genetic Variants in Family Samples with a Novel Kernel Machine Regression Method
- (2015) Q. Yan et al. GENETICS
- Rare-Variant Kernel Machine Test for Longitudinal Data from Population and Family Samples
- (2015) Qi Yan et al. HUMAN HEREDITY
- The Power of Gene-Based Rare Variant Methods to Detect Disease-Associated Variation and Test Hypotheses About Complex Disease
- (2015) Loukas Moutsianas et al. PLoS Genetics
- Rare-Variant Association Analysis: Study Designs and Statistical Tests
- (2014) Seunggeung Lee et al. AMERICAN JOURNAL OF HUMAN GENETICS
- FARVAT: a family-based rare variant association test
- (2014) Sungkyoung Choi et al. BIOINFORMATICS
- Flexible and Robust Methods for Rare-Variant Testing of Quantitative Traits in Trios and Nuclear Families
- (2014) Yunxuan Jiang et al. GENETIC EPIDEMIOLOGY
- Combining Family- and Population-Based Imputation Data for Association Analysis of Rare and Common Variants in Large Pedigrees
- (2014) Mohamad Saad et al. GENETIC EPIDEMIOLOGY
- Sequence Kernel Association Test for Survival Traits
- (2014) Han Chen et al. GENETIC EPIDEMIOLOGY
- A Powerful and Adaptive Association Test for Rare Variants
- (2014) Wei Pan et al. GENETICS
- The kinship2 R Package for Pedigree Data
- (2014) Jason P. Sinnwell et al. HUMAN HEREDITY
- Testing for association with multiple traits in generalized estimation equations, with application to neuroimaging data
- (2014) Yiwei Zhang et al. NEUROIMAGE
- Rare Variants Detection with Kernel Machine Learning Based on Likelihood Ratio Test
- (2014) Ping Zeng et al. PLoS One
- Identification of Rare Causal Variants in Sequence-Based Studies: Methods and Applications to VPS13B, a Gene Involved in Cohen Syndrome and Autism
- (2014) Iuliana Ionita-Laza et al. PLoS Genetics
- Sequence Kernel Association Tests for the Combined Effect of Rare and Common Variants
- (2013) Iuliana Ionita-Laza et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Test for interactions between a genetic marker set and environment in generalized linear models
- (2013) X. Lin et al. BIOSTATISTICS
- Kernel canonical correlation analysis for assessing gene–gene interactions and application to ovarian cancer
- (2013) Nicholas B Larson et al. EUROPEAN JOURNAL OF HUMAN GENETICS
- Multiple Genetic Variant Association Testing by Collapsing and Kernel Methods With Pedigree or Population Structured Data
- (2013) Daniel J. Schaid et al. GENETIC EPIDEMIOLOGY
- Adjusted Sequence Kernel Association Test for Rare Variants Controlling for Cryptic and Family Relatedness
- (2013) Karim Oualkacha et al. GENETIC EPIDEMIOLOGY
- A Kernel Regression Approach to Gene-Gene Interaction Detection for Case-Control Studies
- (2013) Nicholas B. Larson et al. GENETIC EPIDEMIOLOGY
- Kernel Machine SNP-Set Testing Under Multiple Candidate Kernels
- (2013) Michael C. Wu et al. GENETIC EPIDEMIOLOGY
- Optimal Unified Approach for Rare-Variant Association Testing with Application to Small-Sample Case-Control Whole-Exome Sequencing Studies
- (2012) Seunggeun Lee et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Gene-centric gene–gene interaction: A model-based kernel machine method
- (2012) Shaoyu Li et al. Annals of Applied Statistics
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- (2012) Jun Chen et al. BIOINFORMATICS
- Optimal tests for rare variant effects in sequencing association studies
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- Detection for gene-gene co-association via kernel canonical correlation analysis
- (2012) Zhongshang Yuan et al. BMC GENETICS
- Multivariate Phenotype Association Analysis by Marker-Set Kernel Machine Regression
- (2012) Arnab Maity et al. GENETIC EPIDEMIOLOGY
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- (2012) Han Chen et al. GENETIC EPIDEMIOLOGY
- Statistical Properties of Multivariate Distance Matrix Regression for High-Dimensional Data Analysis
- (2012) Matthew A. Zapala et al. Frontiers in Genetics
- Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test
- (2011) Michael C. Wu et al. AMERICAN JOURNAL OF HUMAN GENETICS
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- Powerful SNP-Set Analysis for Case-Control Genome-wide Association Studies
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- A Groupwise Association Test for Rare Mutations Using a Weighted Sum Statistic
- (2009) Bo Eskerod Madsen et al. PLoS Genetics
- A Powerful and Flexible Multilocus Association Test for Quantitative Traits
- (2008) Lydia Coulter Kwee et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Multidimensional scaling for large genomic data sets
- (2008) Jengnan Tzeng et al. BMC BIOINFORMATICS
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