Statistical Models and Methods for Reliability and Survival Analysis

Statistical Models and Methods for Reliability and Survival Analysis brings together contributions by specialists in statistical theory as they discuss their applications providing up–to–date developments in methods used in survival analysis, statistical goodness of fit, stochastic processes for system reliability, amongst others. Many of these are related to the work of Professor M. Nikulin in statistics over the past 30 years. The authors gather together various contributions with a broad array of techniques and results, divided into three parts – Statistical Models and Methods, Statistical Models and Methods in Survival Analysis, and Reliability and Maintenance. The book is intended for researchers interested in statistical methodology and models useful in survival analysis, system reliability and statistical testing for censored and non–censored data. Contents Part 1. Statistical Models and Methods 1. Unidimensionality, Agreement and Concordance Probability, Zhezhen Jin and Mounir Mesbah. 2. A Universal Goodness–of–Fit Test Based on Regression Techniques, Florence George and Sneh Gulati. 3. Entropy–type Goodness–of–Fit Tests for Heavy–Tailed Distributions, Andreas Makrides, Alex Karagrigoriou and Filia Vonta. 4. Penalized Likelihood Methodology and Frailty Models, Emmanouil Androulakis, Christos Koukouvinos and Filia Vonta. 5. Interactive Investigation of Statistical Regularities in Testing Composite Hypotheses of Goodness of Fit, Boris Lemeshko, Stanislav Lemeshko and Andrey Rogozhnikov. 6. Modeling of Categorical Data, Henning Läuter. 7. Within the Sample Comparison of Prediction Performance of Models and Submodels: Application to Alzheimer’s Disease, Catherine Huber–Carol, Shulamith T. Gross and Annick Alpérovitch. 8. Durbin–Knott Components and Transformations of the Cramér–von Mises Test, Gennady Martynov. 9. Conditional Inference in Parametric Models, Michel Broniatowski and Virgile Caron. 10. On Testing Stochastic Dominance by Exceedance, Precedence and Other Distribution–Free Tests, with Applications, Paul Deheuvels. 11. Asymptotically Parameter–Free Tests for Ergodic Diffusion Processes, Yury A. Kutoyants and Li Zhou. 12. A Comparison of Homogeneity Tests for Different Alternative Hypotheses, Sergey Postovalov and Petr Philonenko. 13. Some Asymptotic Results for Exchangeably Weighted Bootstraps of the Empirical Estimator of a Semi–Markov Kernel with Applications, Salim Bouzebda and Nikolaos Limnios. 14. On Chi–Squared Goodness–of–Fit Test for Normality, Mikhail Nikulin, Léo Gerville–Réache and Xuan Quang Tran. Part 2. Statistical Models and Methods in Survival Analysis 15. Estimation/Imputation Strategies for Missing Data in Survival Analysis, Elodie Brunel, Fabienne Comte and Agathe Guilloux. 16. Non–Parametric Estimation of Linear Functionals of a Multivariate Distribution Under Multivariate Censoring with Applications, Olivier Lopez and Philippe Saint–Pierre. 17. Kernel Estimation of Density from Indirect Observation, Valentin Solev. 18. A Comparative Analysis of Some Chi–Square Goodness–of–Fit Tests for Censored Data, Ekaterina Chimitova and Boris Lemeshko. 19. A Non–parametric Test for Comparing Treatments with Missing Data and Dependent Censoring, Amel Mezaouer, Kamal Boukhetala and Jean–François Dupuy. 20. Group Sequential Tests for Treatment Effect with Covariates Adjustment through Simple Cross–Effect Models, Isaac Wu Hong–Dar. Part 3. Reliability and Maintenance 21. Optimal Maintenance in Degradation Processes, Waltraud Kahle. 22. Planning Accelerated Destructive Degradation Tests with Competing Risks, Ying Shi and William Q. Meeker. 23. A New Goodness–of–Fit Test for Shape–Scale Families, Vilijandas Bagdonavicius. 24. Time–to–Failure of Markov–Modulated Gamma Process with Application to Replacement Policies, Christian Paroissin and Landy Rabehasaina. 25. Calculation of the Redundant Structure Reliability for Aging type Elements, Alexandr Antonov, Alexandr Plyaskin and Khizri Tataev. 26. On Engineering Risks of Complex Hierarchical Systems Analysis, Vladimir Rykov. About the Authors Vincent Couallier is Associate Professor at Bordeaux Segalen University in France Léo Gerville–Réache is Associate Professor at Bordeaux 2 University in France. Catherine Huber–Carol is Professor Emeritus at Paris René Descartes University in France. Nikolaos Limnios is Professor at Compiègne University of Technology in France. Mounir Mesbah is Professor at University Pierre and Marie Curie in Paris, France. INDICE: Part A : Statistical models and Methods 1. Zhezhen J. and Mesbah M. : Statistical methods for the evaluation of agreement 2. George F. and Gulati S. : A Universal Goodness of Fit Test based on Regression Techniques 3. Karagrigoriou A.,  Makrides A. and Vonta I.  : On goodness of fit tests for heavy–tailed distributions 4. Androulakis E., Koukouvinos C. and Vonta F. : On penalized likelihood with applications 5. Lemeshko B., Lemeshko S. and Rogozhnikov A. : Interactive investigation of statistical regularities in testing composite hypotheses of goodness–of–fit 6. Broniatowski M. and Caron V. : Conditional inference in parametric models 7. Laüter H. : Modeling of Categorical Data 8. Martynov G. : Decompositions for some Gaussian processes and Durbin–Knott components of Cramér– von Mises test 9. Kutoyants Y. and  Zhou L. : On Construction of GoF Tests with Simple and Composite Basic Hypothesis for Ergodic Diffusion Processes. Part B : Statistical models and Methods in Survival Analysis 1. Brunel E., Comte F. and Guilloux A. : Imputation versus Estimation strategies for missing data in survival analysis 2. Saint–pierre P. and Lopez O. : Nonparametric estimation of linear functionals of a multivariate distribution under multivariate censoring with applications. 3. Solev V. : A minimum distance estimator under censoring. 4. Lemeshko B. and Chimitova E. : A Comparative Analysis of Some Chi–squared Goodness–of–Fit Tests for Censored Data 5. Dupuy JP. Mezaouer A. and Boukhetala K. : A nonparametric test for comparing treatments with missing data and dependent censoring Part C : Reliability and Maintenance 1. Kahle W. : Incomplete maintenance in degradation processes 2. Shi Y. and Meeker W. : Planning Accelerated Destructive Degradation Test with Competing Risks 3. Bagdonavicius V. : Goodness–of–fit for redundant systems models 4. Paroissin C. and Rabehasaina L. : Time–to–failure of Markov modulated gamma process, with application to replacement policies 5. Antonov A., Plyaskin A. and Tataev K. : Calculation of the redundant structures reliability for aging elements 6. Bouzebda S. and Limnios N. : Some asymptotic results for weighted bootstraps of the empirical estimator of a semi–Markov kernel with applications 7. Fatemi F., Saintis L. and Guérin F. : Accelerated testing planning : optimization, robustness and analysis 8. Rykov V. : On engineering risks of complex hierarchical systems analysis

• ISBN: 978-1-84821-619-8
• Editorial: ISTE Ltd.
• Encuadernacion: Cartoné
• Páginas: 416
• Fecha Publicación: 29/11/2013
• Nº Volúmenes: 1
• Idioma: Inglés