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Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life Book

Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life
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Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life, , Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life
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  • Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life
  • Written by author Mikhail S. Nikulin
  • Published by Springer-Verlag New York, LLC, August 2004
  • Parametric and semiparametric models are tools with a wide range of applications to reliability, survival analysis, and quality of life. This self-contained volume examines these tools in survey articles written by experts currently working on the develop
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1Estimation in partly parametric additive Cox models3
2Nonparametric maximum likelihood estimation in the proportional hazards model with covariate measurement error13
3Diagnostics for Cox's proportional hazards model27
4Semiparametric analysis of degradation and failure time data with covariates41
5On a degradation-failure model for repairable items65
6Comparison of parametric and semiparametric estimates in a degradation model with covariates and traumatic censoring81
7Accelerated life testing, fuzzy information and generalized probability99
8Asymptotic theory in rank estimation for AFT model under fixed censorship107
9An example of optimal design in accelerated experiments121
10Aspects of multivariate aging in exchangeable frailty models135
11Semiparametric models in the studies of aging and longevity149
12Semiparametric transformation models for arbitrarily censored and truncated data167
13EM algorithm for type-II right censored bivariate normal data177
14Statistical estimation based on interval censored data211
15The covariate order method for nonparametric exponential regression and some applications in other lifetime models221
16Effect of ignoring heterogeneity in hazards regression239
17An introduction to efficient estimation for semiparametric time series253
18Distance-based multivariate two sample tests273
19Empirical likelihood in nonparametric and semiparametric models291
20Goodness of fit tests of L[subscript 2]-type307
21Asymptotic properties of the CRT estimators for multicentre studies333
22HRQoL and concomitant adjusted mean residual life analysis349
23Semiparametric approach to the multivariate mixed Rasch model363
24Breast cancer prognosis using survival forests385
25Semiparametric versus parametric regression analysis based on the bounded cumulative hazard model : an application to breast cancer recurrence399
26Estimation of analytic spectral density of Gaussian stationary processes419
27Sub-optimal estimation of an unknown function from stationary noisy data445
28On parameter estimation by contaminated observations of ergodic diffusion processes461
29On parameter estimation for a position-dependent marking of a doubly stochastic Poisson process473
30Discrete time semi-Markov processes for reliability and survival analysis - a nonparametric estimation approach487
31Non-parametric estimation on lifetimes of subjects exposed to radiation from a semi-Markov process503
32An extension of Levy's formula to weighted Wiener processes519
33Sur l'Inegalite de Concentration de Doeblin-Levy, Rogozin-Kesten533


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