Partial Correlation Estimation by Joint Sparse Regression Models
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Variation and genetic control of protein abundance in humansSPINE: SParse eIgengene NEtwork linking gene expression clusters in Dehalococcoides mccartyi to perturbations in experimental conditionsEnsemble-based network aggregation improves the accuracy of gene network reconstructionEnvironmental Interactions and Epistasis Are Revealed in the Proteomic Responses to Complex StimuliMarkov Networks of Collateral Resistance: National Antimicrobial Resistance Monitoring System Surveillance Results from Escherichia coli Isolates, 2004-2012Canonical correlation analysis for RNA-seq co-expression networksNetwork-based regularization for matched case-control analysis of high-dimensional DNA methylation data.Network Based Prediction Model for Genomics Data Analysis.Multilevel regularized regression for simultaneous taxa selection and network construction with metagenomic count data.Graph Estimation From Multi-Attribute Data.Graphical Models for Ordinal DataEstimating and Identifying Unspecified Correlation Structure for Longitudinal Data.Gene regulatory network inference using fused LASSO on multiple data setsESTIMATING HETEROGENEOUS GRAPHICAL MODELS FOR DISCRETE DATA WITH AN APPLICATION TO ROLL CALL VOTINGRegression analysis of networked data.Nonlinear Network Reconstruction from Gene Expression Data Using Marginal Dependencies Measured by DCOL.Multiple Group Testing Procedures for Analysis of High-Dimensional Genomic Data.Reconstructing transcriptional regulatory networks through genomics data.Learning oncogenic pathways from binary genomic instability data.Integrative Analysis of Gene Networks and Their Application to Lung Adenocarcinoma Studies.Integrated analysis of mutations, miRNA and mRNA expression in glioblastoma.Bayesian sparse graphical models and their mixtures.Multivariate analysis of microarray data: differential expression and differential connection.Connectivity strength-weighted sparse group representation-based brain network construction for MCI classification.Graph Estimation with Joint Additive Models.Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penaltyComparing statistical methods for constructing large scale gene networks.Fast computation for genome-wide association studies using boosted one-step statisticsAn ileal Crohn's disease gene signature based on whole human genome expression profiles of disease unaffected ileal mucosal biopsiesA sparse structure learning algorithm for Gaussian Bayesian Network identification from high-dimensional dataA SPARSE CONDITIONAL GAUSSIAN GRAPHICAL MODEL FOR ANALYSIS OF GENETICAL GENOMICS DATA.Positive Semidefinite Rank-based Correlation Matrix Estimation with Application to Semiparametric Graph Estimation.Novel distal eQTL analysis demonstrates effect of population genetic architecture on detecting and interpreting associationsChapter 5: Network biology approach to complex diseases.Review of biological network data and its applications.Accuracy evaluation of the unified P-value from combining correlated P-valuesImproved estimation and interpretation of correlations in neural circuitsA group LASSO-based method for robustly inferring gene regulatory networks from multiple time-course datasets.Network-based modular latent structure analysis.A sparse Ising model with covariates.
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Partial Correlation Estimation by Joint Sparse Regression Models
description
article científic
@ca
article scientifique
@fr
articolo scientifico
@it
artigo científico
@pt
bilimsel makale
@tr
scientific article published on June 2009
@en
vedecký článok
@sk
vetenskaplig artikel
@sv
videnskabelig artikel
@da
vědecký článek
@cs
name
Partial Correlation Estimation by Joint Sparse Regression Models
@en
Partial Correlation Estimation by Joint Sparse Regression Models.
@nl
type
label
Partial Correlation Estimation by Joint Sparse Regression Models
@en
Partial Correlation Estimation by Joint Sparse Regression Models.
@nl
prefLabel
Partial Correlation Estimation by Joint Sparse Regression Models
@en
Partial Correlation Estimation by Joint Sparse Regression Models.
@nl
P2093
P2860
P356
P1476
Partial Correlation Estimation by Joint Sparse Regression Models
@en
P2093
P2860
P304
P356
10.1198/JASA.2009.0126
P407
P577
2009-06-01T00:00:00Z