TUTORIAL IN BIOSTATISTICS MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS
暂无分享,去创建一个
[1] Robert Tibshirani,et al. An Introduction to the Bootstrap , 1994 .
[2] D. Collett. Modelling Binary Data , 1991 .
[3] D. Harrington,et al. Regression Splines in the Cox Model with Application to Covariate Effects in Liver Disease , 1990 .
[4] David R. Cox,et al. Regression models and life tables (with discussion , 1972 .
[5] D J Spiegelhalter,et al. Probabilistic prediction in patient management and clinical trials. , 1986, Statistics in medicine.
[6] A. Pettitt,et al. Investigating Time Dependence in Cox's Proportional Hazards Model , 1990 .
[7] A. Atkinson. A note on the generalized information criterion for choice of a model , 1980 .
[8] J. Copas. Regression, Prediction and Shrinkage , 1983 .
[9] K Liu,et al. A rank statistic for assessing the amount of variation explained by risk factors in epidemiologic studies. , 1979, American journal of epidemiology.
[10] Clifford M. Hurvich,et al. The impact of model selection on inference in linear regression , 1990 .
[11] D. Hosmer,et al. Applied Logistic Regression , 1991 .
[12] H. Keselman,et al. Backward, forward and stepwise automated subset selection algorithms: Frequency of obtaining authentic and noise variables , 1992 .
[13] P. J. Verweij,et al. Penalized likelihood in Cox regression. , 1994, Statistics in medicine.
[14] Jerald F. Lawless,et al. Statistical Models and Methods for Lifetime Data , 1983 .
[15] J. Friedman. A VARIABLE SPAN SMOOTHER , 1984 .
[16] B. Efron. Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation , 1983 .
[17] B. Efron. How Biased is the Apparent Error Rate of a Prediction Rule , 1986 .
[18] Byar Dp,et al. The choice of treatment for cancer patients based on covariate information. , 1980 .
[19] L. A. Goodman,et al. Measures of association for cross classifications , 1979 .
[20] M. Schemper,et al. Analyses of associations with censored data by generalized Mantel and Breslow tests and generalized Kendall correlation coefficients , 1984 .
[21] F. Harrell,et al. Predicting outcome in coronary disease. Statistical models versus expert clinicians. , 1986, The American journal of medicine.
[22] Neil H. Timm,et al. The estimation of variance-covariance and correlation matrices from incomplete data , 1970 .
[23] P. Grambsch,et al. The effects of transformations and preliminary tests for non-linearity in regression. , 1991, Statistics in medicine.
[24] D. Altman,et al. Bootstrap investigation of the stability of a Cox regression model. , 1989, Statistics in medicine.
[25] J. C. van Houwelingen,et al. Predictive value of statistical models , 1990 .
[26] G. Brier. VERIFICATION OF FORECASTS EXPRESSED IN TERMS OF PROBABILITY , 1950 .
[27] J. Hanley,et al. The meaning and use of the area under a receiver operating characteristic (ROC) curve. , 1982, Radiology.
[28] David A. Schoenfeld,et al. Partial residuals for the proportional hazards regression model , 1982 .
[29] Robert Gray,et al. Flexible Methods for Analyzing Survival Data Using Splines, with Applications to Breast Cancer Prognosis , 1992 .
[30] Allan Donner,et al. The Relative Effectiveness of Procedures Commonly Used in Multiple Regression Analysis for Dealing with Missing Values , 1982 .
[31] F. Harrell,et al. Evaluating the yield of medical tests. , 1982, JAMA.
[32] K. Linnet,et al. Assessing diagnostic tests by a strictly proper scoring rule. , 1989, Statistics in medicine.
[33] L. Breiman. The Little Bootstrap and other Methods for Dimensionality Selection in Regression: X-Fixed Prediction Error , 1992 .
[34] E. Kaplan,et al. Nonparametric Estimation from Incomplete Observations , 1958 .
[35] R Simon,et al. Measures of explained variation for survival data. , 1990, Statistics in medicine.
[36] B. Efron,et al. A Leisurely Look at the Bootstrap, the Jackknife, and , 1983 .
[37] S. Crawford,et al. A comparison of anlaytic methods for non-random missingness of outcome data. , 1995, Journal of clinical epidemiology.
[38] M. Schemper. Non-parametric analysis of treatment-covariate interaction in the presence of censoring. , 1988, Statistics in medicine.
[39] P. Grambsch,et al. Martingale-based residuals for survival models , 1990 .
[40] David W. Hosmer,et al. Applied Logistic Regression , 1991 .
[41] R. Kay. Treatment effects in competing-risks analysis of prostate cancer data. , 1986, Biometrics.
[42] Ellen B. Roecker,et al. Prediction error and its estimation for subset-selected models , 1991 .
[43] David Collett. Modelling Survival Data in Medical Research , 1994 .
[44] N. Mantel. Why Stepdown Procedures in Variable Selection , 1970 .
[45] C J Fisher,et al. The clinical evaluation of new drugs for sepsis. A prospective study design based on survival analysis. , 1993, JAMA.
[46] J. Copas. Cross-Validation Shrinkage of Regression Predictors , 1987 .
[47] J. Edward Jackson,et al. A User's Guide to Principal Components. , 1991 .
[48] F. Harrell,et al. Regression modelling strategies for improved prognostic prediction. , 1984, Statistics in medicine.
[49] W G Henderson,et al. Assessment of predictive models for binary outcomes: an empirical approach using operative death from cardiac surgery. , 1994, Statistics in medicine.
[50] R. Simon,et al. Flexible regression models with cubic splines. , 1989, Statistics in medicine.
[51] D. Bamber. The area above the ordinal dominance graph and the area below the receiver operating characteristic graph , 1975 .
[52] D. Pregibon,et al. Graphical Methods for Assessing Logistic Regression Models , 1984 .
[53] P. Grambsch,et al. Proportional hazards tests and diagnostics based on weighted residuals , 1994 .
[54] F. Harrell,et al. Regression models in clinical studies: determining relationships between predictors and response. , 1988, Journal of the National Cancer Institute.
[55] N. Nagelkerke,et al. A note on a general definition of the coefficient of determination , 1991 .
[56] W. Cleveland. Robust Locally Weighted Regression and Smoothing Scatterplots , 1979 .
[57] M Schumacher,et al. A bootstrap resampling procedure for model building: application to the Cox regression model. , 1992, Statistics in medicine.
[58] S. Cessie,et al. Logistic Regression, a review , 1988 .