Matching in studies of classification accuracy: Implications for analysis, efficiency, and assessment of incremental value

Biometrics

Volumn 64, Issue 1, 2008, Pages 1-9

  Janes, Holly ^a   Pepe, Margaret S ^b,c  

^a JOHNS HOPKINS BLOOMBERG SCHOOL OF PUBLIC HEALTH   (United States)

^b UNIVERSITY OF WASHINGTON   (United States)

^c Fred Hutchinson Cancer Research Center   (United States)

Author keywords

Case control; Efficiency; Matching; ROC curve; Sensitivity; Specificity

Indexed keywords

DISEASE CONTROL;

CASE-CONTROL; CASE-CONTROL STUDY; CLASSIFICATION ACCURACY; COVARIATES; MATCHINGS; ROC CURVES; SENSITIVITY; SPECIFICITY; STATISTICAL ASSESSMENT; STATISTICAL EFFICIENCY;

EFFICIENCY;

BIOLOGICAL MARKER;

ACCURACY ASSESSMENT; DISEASE; EFFICIENCY MEASUREMENT; SENSITIVITY ANALYSIS; STATISTICAL ANALYSIS;

ACCURACY; ARTICLE; CASE CONTROL STUDY; DIAGNOSTIC ACCURACY; DISEASE MARKER; HUMAN; MATHEMATICAL COMPUTING; ROC CURVE; SAMPLE SIZE; STATISTICAL ANALYSIS;

EID: 39849088138     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/j.1541-0420.2007.00823.x     Document Type: Article

References (38)