| Dewey Class |
519.5 |
| Title |
Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis, and Quality of Life ([EBook]) / edited by N. Balakrishnan, M. S. Nikulin, M. Mesbah, N. Limnios. |
| Added Personal Name |
Balakrishnan, N. |
| Nikulin, M. S. (Mikhail Stepanovich) |
| Mesbah, Mounir |
| Limnios, Nikolaos |
| Other name(s) |
SpringerLink (Online service) |
| Publication |
Boston, MA : Birkhäuser , 2004. |
| Physical Details |
XLI, 555 pages : online resource. |
| Series |
Statistics for Industry and Technology 2364-6241 |
| ISBN |
9780817682064 |
| Summary Note |
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 development and evaluation of models and methods. While a number of chapters deal with general theory, several explore more specific connections and recent results in "real-world" reliability theory, survival analysis, and related fields.: |
| Contents note |
I: Cox Models and Analyses -- 1 Estimation in Partly Parametric Additive Cox Models -- 2 Nonparametric Maximum Likelihood Estimation in the Proportional Hazards Model with Covariate Measurement Error -- 3 Diagnostics for Cox’s Proportional Hazards Model -- II: Degradation Models and Analyses -- 4 Semiparametric Analysis of Degradation and Failure Time Data with Covariates -- 5 On a Degradation-Failure Model for Repairable Items -- 6 Comparison of Parametric and Semiparametric Estimates in a Degradation Model with Covariates and Traumatic Censoring -- III: Accelerated Failure Time Models and Analyses -- 7 Accelerated Life Testing, Fuzzy Information and Generalized Probability -- 8 Asymptotic Theory in Rank Estimation for AFT Model Under Fixed Censorship -- 9 An Example of Optimal Design in Accelerated Experiments -- IV: Aging Properties and Analyses -- 10 Aspects of Multivariate Aging in Exchangeable Frailty Models -- 11 Semiparametric Models in the Studies of Aging and Longevity -- V: Analyses of Censored and Truncated Data -- 12 Semiparametric Transformation Models for Arbitrarily Censored and Truncated Data -- 13 EM Algorithm for Type-II Right Censored Bivariate Normal Data -- 14 Statistical Estimation Based on Interval Censored Data -- VI: Regression Methods and Applications -- 15 The Covariate Order Method for Nonparametric Exponential Regression and Some Applications in Other Lifetime Models -- 16 Effect of Ignoring Heterogeneity in Hazards Regression -- VII: Time Series Analysis -- 17 An Introduction to Efficient Estimation for Semiparametric Time Series -- VIII: Inferential Analysis -- 18 Distance-based Multivariate Two Sample Tests -- 18 Empirical Likelihood in Nonparametric and Semiparametric Models -- 19 Goodness of Fit Tests of L2-Type -- IX: Multicentre Studies -- 12 Asymptotic Properties of the CRT Estimators for Multicentre Studies -- X: Quality of Life Studies -- 22 HRQoL and Concomitant Adjusted Mean Residual Life Analysis -- 23 Semiparametric Approach to the Multivariate Mixed Rasch Model -- XI: Breast Cancer Studies -- 24 Breast Cancer Prognosis Using Survival Forests -- 25 Semiparametric Versus Parametric Regression Analysis Based on the Bounded Cumulative Hazard Model: An Application to Breast Cancer Recurrence -- XII: Inference for Processes -- 26 Estimation of Analytic Spectral Density of Gaussian Stationary Processes -- 27 Sub-optimal Estimation of an Unknown function from Stationary Noisy Data -- 28 On Parameter Estimation by Contaminated Observations of Ergodic Diffusion Processes auYu. A. Kutoyants -- 29 On Parameter Estimation for a Position-Dependent Marking of a Doubly Stochastic Poisson Process -- 30 Discrete Time Semi-Markov Processes for Reliability and Survival Analysis - A Nonparametric Estimation Approach -- 31 Non-parametric Estimation on Lifetimes of Subjects Exposed to Radiation from a Semi-Markov Process -- XIII: Probability Theory and Applications -- 32 An Extension of Lévy’ s Formula to Weighted Wiener Processes -- 33 Sur l’Inégalité de Concentration de Doeblin-Lévy, Rogozin—Kesten. |
| System details note |
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users) |
| Internet Site |
http://dx.doi.org/10.1007/978-0-8176-8206-4 |
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