Paper Stack for high-dim phenotype project

[kayhan-batmanghelich]

Association

• [ ] A simple, consistent estimator of heritability for genome-wide association studies

• [x] Multivariate Association

• [ ] Multiple Phenotype Association Tests Using Summary Statistics in Genome-Wide Association Studies

• [x] Multivariate simulation framework reveals performance of multi-trait GWAS methods

• [x] A Comparison of Multivariate Genome-Wide Association Methods

• [ ] Methods for meta-analysis of multiple traits using GWAS summary statistics

• [ ] An efficient genome-wide association test for multivariate phenotypes based on the Fisher combination function

• [x] Power Comparisons of Methods for Joint Association Analysis of Multiple Phenotypes

• [ ] Multivariate Analysis of Genotype–Phenotype Association

• [ ] VIMCO

• [ ] Many Phenotypes Without Many False Discoveries: Error Controlling Strategies for Multitrait Association Studies

• [ ] [Knock off]()

• [ ] A multivariate regression approach to association analysis of a quantitative trait network

• [x] A Unified Framework for Association Analysis with Multiple Related Phenotypes

• [ ] ASYMPTOTIC THEORY FOR RANDOM FORESTS

• [ ] Flexible statistical methods for estimating and testing effects in genomic studies with multiple conditions

  Clustering Project

• [ ] Deep Clustering for Unsupervised Learning of Visual Features

Mendelian Randomization

Introduction

• [x] Mendelian Randomization for epidemiological studies

• [x] Mendelian randomization as an instrumental variable approach to causal inference

  Multivariate

• [ ] Multivariable Mendelian randomization

  Summarized Data

• [ ] Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data

• [ ] Integration of summary data from GWAS and eQTL studies identified novel causal BMD genes with functional predictions

Simulation

• [ ] Simulating Linkage Disequilibrium Structures in a Human Population for SNP Association Studies

• [x] GWAsimulator: a rapid whole-genome simulation program

[kayhan-batmanghelich]

@jrahimik move the papers of the Mendelian Randomization here.

[kayhan-batmanghelich]

@jrahimik also add the Mendelian Randomization papers here