Identification of association between disease and multiple markers via sparse partial least-squares regression

Genetic Epidemiology

Volumn 35, Issue 6, 2011, Pages 479-486

  Chun, Hyonho ^a   Ballard, David H ^b   Cho, Judy ^c   Zhao, Hongyu ^a,c  

^a YALE UNIVERSITY   (United States)

^b FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH   (United States)

^c YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Crohn's disease; GWAS; Multi marker association study; PCA; PLS; SPLS

Indexed keywords

BIOLOGICAL MARKER;

ARTICLE; CONTROLLED STUDY; CROHN DISEASE; GENE FREQUENCY; GENE IDENTIFICATION; GENE LINKAGE DISEQUILIBRIUM; GENETIC ASSOCIATION; GENETIC TRAIT; GENETIC VARIABILITY; GENOTYPE; HUMAN; LINEAR REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; PARTIAL LEAST SQUARES REGRESSION; PRINCIPAL COMPONENT ANALYSIS; SIMULATION; SINGLE NUCLEOTIDE POLYMORPHISM; SPARSE PARTIAL LEAST SQUARES REGRESSION;

ALGORITHMS; ALLELES; COMPUTER SIMULATION; GENETIC MARKERS; GENETIC PREDISPOSITION TO DISEASE; GENOME-WIDE ASSOCIATION STUDY; GENOTYPE; HUMANS; INFLAMMATORY BOWEL DISEASES; LEAST-SQUARES ANALYSIS; MODELS, GENETIC; MODELS, STATISTICAL; MOLECULAR EPIDEMIOLOGY; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS;

EID: 80051826916     PISSN: 07410395     EISSN: 10982272     Source Type: Journal    
DOI: 10.1002/gepi.20596     Document Type: Article

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