Author | Klein, John P. author |
---|---|
Title | Survival Analysis [electronic resource] : Techniques for Censored and Truncated Data / by John P. Klein, Melvin L. Moeschberger |
Imprint | New York, NY : Springer New York : Imprint: Springer, 1997 |
Connect to | http://dx.doi.org/10.1007/978-1-4757-2728-9 |
Descript | XIV, 502 p. online resource |
1 โ Examples of Survival Data -- 2 โ Basic Quantities and Models -- 3 โ Censoring and Truncation -- 4 โ Nonparametric Estimation of Basic Quantities for Right-Censored and Left-Truncated Data -- 5 โ Estimation of Basic Quantities for Other Sampling Schemes -- 6 โ Topics in Univariate Estimation -- 7 โ Hypothesis Testing -- 8 โ Semiparametric Proportional Hazards Regression with Fixed Covariates -- 9 โ Refinements of the Semiparametric Proportional Hazards Model -- 10 โ Additive Hazards Regression Models -- 11 โ Regression Diagnostics -- 12 โ Inference for Parametric Regression Models -- 13 โ Multivariate Survival Analysis -- Appendix A โ Numerical Techniques for Maximization -- A.1 Univariate Methods -- A.2 Multivariate Methods -- Appendix B โ Large-Sample Tests Based on Likelihood Theory -- Appendix C โ Statistical Tables -- C.2 Upper Percentiles of a Chi-Square Distribution -- C.3 Confidence Coefficients for EP Confidence Bands -- C.4 Confidence Coefficients for the Hall-Wellner Confidence Bands -- C.5 Survival Function of the Supremum of the Absolute Value of a Standard Brownian Motion Process over the Range 0 to 1 -- Appendix D โ Selected Data Sets -- D.1 Data on 137 Bone Marrow Transplant Patients -- D.2 Data On 154 Burn Patients -- D.3 Death Times (in days) of Kidney Transplant Patients -- D.4 Data on 90 Patients with Cancer of the Larynx -- D.5 Data on Residents of a Retirement Community -- Author Index