Keyphrases
Genome-wide Association Study
100%
Simulation Study
55%
Genetic Risk
50%
Latent Low Rank
50%
Joint Estimation
50%
Bi-level Variable Selection
50%
Ranking Approach
50%
Spatial Data
50%
Genotype Data
50%
Temporal Data
50%
Bayesian Methods
50%
Statistical Power
50%
Gaussian Graphical Model
50%
Pleiotropy
40%
Risk Prediction
33%
Risk Variant
33%
Multigroup
33%
Variational Inference
29%
Complex Phenotypes
26%
Computational Efficiency
22%
Single nucleotide Polymorphism
20%
Joint Analysis
20%
Neighborhood Selection
16%
Individual-level Data
16%
Multiple Variants
16%
Network Estimation
16%
Improved Estimation
16%
Graph Selection
16%
Brain Gene Expression
16%
Jointly Estimate
16%
Complex Data Structures
16%
Spatial Dependence
16%
Posterior Probability
16%
Gene Expression Microarray
16%
Multiple Time Periods
16%
Temporal Dependence
16%
Publicly Available
16%
Statistic Data
16%
Shared Structure
16%
Complex Structure
16%
Accuracy Improvement
16%
Temporal Structure
16%
Markov Random Field Model
16%
Information Sharing
16%
Human Brain
16%
Statistical Inference
16%
Brain Regions
16%
True Model
16%
Selection Consistency
16%
Comprehensive Simulation
16%
WTCCC
16%
Selection Strategy
16%
Spatial Structure
16%
Microarray Data
16%
Limited Samples
16%
Individual Networks
16%
Expression Level
16%
Genome-wide Analysis
16%
Crohn's Disease
16%
Integrative Analysis
16%
Parallel Computing
16%
Polygenicity
16%
Prediction Accuracy
16%
Parallelizable Algorithm
12%
Group Membership
12%
Hierarchical Factorization
12%
Variational Approximation
12%
Selection Parameters
12%
Markov Chain Monte Carlo Methods
12%
Computationally Efficient
12%
Posterior Distribution
12%
Multi-task Learning
12%
Parameter Estimation
12%
Gene Level
12%
Mean-field Approximation
12%
High-dimensional Regression
12%
Numerical Results
12%
Computationally Intensive
12%
Real-time Data Analysis
12%
Estimation Efficiency
12%
Selection Problem
12%
Genetic Variants
12%
Multiple Phenotypes
10%
Pathfinding Algorithm
10%
Risk Loci
10%
Human Phenotypes
10%
Computational Cost
10%
Statistical Methods
10%
Model Inference
10%
Expectation Maximization
10%
Quantitative Traits
10%
Genetic Basis
10%
Model Selection
10%
Low-rank Structure
10%
Genotype
10%
Mathematics
Bayesian
66%
Statistical Approach
50%
Summary Statistic
50%
Simulation Study
50%
Gaussian Distribution
50%
Graphical Model
50%
Field Approximation
25%
Posterior Distribution
25%
Variational Approximation
25%
Group Membership
25%
Supplementary Material
25%
Statistical Power
25%
Approximates
25%
Parameter Estimation
25%
Factorization
25%
Real Data
25%
Covariate
25%
Markov Chain Monte Carlo Method
25%
Spatial Data
16%
Human Brain
16%
Markov Random Fields
16%
Probability Theory
16%
Data Structure
16%
True Model
16%
Complex Structure
16%
Inferential Statistics
16%
Open Question
8%
Computer Science
Graphical Model
50%
Temporal Data
50%
Wide Association Study
50%
Simulation Study
26%
Complex Structure
16%
Expression Level
16%
Selection Method
16%
Shared Information
16%
Posterior Probability
16%
Network Estimation
16%
markov random field model
16%
Efficient Algorithm
16%
Data Structure
16%
Parallel Computer
16%
Summary Statistic
10%
Path Algorithm
10%
Computational Efficiency
10%
Statistical Approach
10%
Statistics
10%
Computational Cost
10%