The impact of covariate measurement error on risk prediction

Statistics in Medicine

Volumn 34, Issue 15, 2015, Pages 2353-2367

  Khudyakov, Polyna ^a   Gorfine, Malka ^b   Zucker, David ^c   Spiegelman, Donna ^a  

^a HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

^b TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

^c HEBREW UNIVERSITY OF JERUSALEM   (Israel)

Author keywords

Brier score; Logistic regression; Measurement error; Probit regression; Risk prediction; ROC AUC

Indexed keywords

ALGORITHM; AREA UNDER THE CURVE; ARTICLE; BREAST CANCER; CALIBRATION; CANCER INCIDENCE; CANCER RISK; CONTROLLED STUDY; HUMAN; MEASUREMENT ERROR; NORMAL DISTRIBUTION; PERFORMANCE; PREDICTION; QUANTITATIVE STUDY; RECEIVER OPERATING CHARACTERISTIC; RISK FACTOR; VALIDATION STUDY; COMPUTER SIMULATION; MONTE CARLO METHOD; PREDICTIVE VALUE; RISK ASSESSMENT; STATISTICAL MODEL;

AREA UNDER CURVE; CALIBRATION; COMPUTER SIMULATION; MODELS, STATISTICAL; MONTE CARLO METHOD; PREDICTIVE VALUE OF TESTS; RISK ASSESSMENT;

EID: 84930382229     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.6498     Document Type: Article

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