Explained variation and predictive accuracy in general parametric statistical models: The role of model misspecification

Lifetime Data Analysis

Volumn 10, Issue 4, 2004, Pages 461-472

  Rosthøj, Susanne ^a   Keiding, Niels ^a  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

Explained variation; Misspecification; Predictive accuracy; Survival analysis

Indexed keywords

ARTICLE; COMPARATIVE STUDY; FEMALE; HUMAN; MALE; PREDICTION AND FORECASTING; REGRESSION ANALYSIS; SENSITIVITY AND SPECIFICITY; STATISTICAL MODEL; SURVIVAL;

FEMALE; HUMANS; MALE; MODELS, STATISTICAL; PREDICTIVE VALUE OF TESTS; REGRESSION ANALYSIS; SENSITIVITY AND SPECIFICITY; SURVIVAL ANALYSIS;

EID: 14844298636     PISSN: 13807870     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10985-004-4778-6     Document Type: Conference Paper

References (13)

1. E. Graf M. Schumacher 1995 An investigation on measures of explained variation in survival analysis The Statistician 44 497 507
2. E. Graf C. Schmoor W. Sauerbrei M. Schumacher 1999 Assessment and comparison of prognostic classification schemes for survival data Statistics in Medicine 18 2529 2545
3. 22 in regression analysis Biometrics 43 61 69
4. R. Henderson 1995 Problems and prediction in survival-data analysis Statistics in Medicine 14 161 184
5. E.L. Korn R. Simon 1990 Measures of explained variation for survival data Statistics in Medicine 9 487 503
6. E.L. Korn R. Simon 1991 Explained residual variation, explained risk and goodness of fit The American Statistician 45 201 206
7. M. Mittlböck M. Schemper 2002 Explained variation for logistic regression-small sample adjustments, confidence intervals and predictive precision Biometrical Journal 44 3 263 272
8. 2 for Poisson regression models Computational Statistics and Data Analysis 34 461 472
9. J. O'Quigley R. Xu 2001 Explained variation in proportional hazards regression J. Crowley Handbook of Statistics in Clinical Oncology Marcel Dekker, Inc. New York
10. A. Pakes D. Pollard 1989 Simulation and the asymptotics of optimization estimators Econometrica 57 1027 1057
11. M. Schemper R. Henderson 2000 Predictive accuracy and explained variation in cox regression Biometrics 56 249 255
12. M. Schemper J. Stare 1996 Explained variation in survival analysis Statistics in Medicine 15 1999 2012
13. H. White 1989 Maximum likelihood estimation of misspecified models Econometrica 50 1 25