Statistical Models and Methods for Biomedical and Technical Systems
Résumé
An outgrowth of the "International Conference on Statistical Models for Biomedical and Technical Systems," this book is comprised of contributions from renowned experts, demonstrating the significance of current research on theory, methods, and applications of the field. The contributions, which deal with the mathematical aspects of survival analysis and reliability as well as other topics, are a careful selection of invited and contributed chapters, reflecting recent developments in the following areas: * Applications in epidemiology * Estimation and testing for stochastic processes * Generalizations of the Cox regression model * Probabilistic and statistical models and methods in reliability * Semi-parametric inference in survival analysis * Models and methods in survival analysis, longevity, aging, and degradation * Nonparametric estimation - Goodness-of-fit tests * Accelerated life models * Quality of life * Analysis of censored data * Adaptive and repeated measurements designs * Measures of divergence, model selection, and survival models * New statistical challenges in genomics
Mots clés
Statistics
Survival Analyses
Reliability
Cox model
Extended Cox models
Sedyakin model
Nonparametric statistics
Semiparametric inference
Goodness-of-fit tests
Chi-squared tests
Accelerated life models
Censored data
Truncated data
Genomics
Epidemiology
Degardation models
Environmental cancer risk factor
Longevity
Aging
Nutrition cancer risk factor
Semi-Markov processes