Statistical Models and Methods for Biomedical and Technical Systems

Mikhail Nikulin (1) , Filia Vonta , Nikolaos Limnios , Catherine Huber (2)

1 IMB - Institut de Mathématiques de Bordeaux
2 MAP5 - UMR 8145 - Mathématiques Appliquées Paris 5

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

Domaines: Statistiques [math.ST]; Théorie [stat.TH]; Applications [stat.AP]; Méthodologie [stat.ME]; Biotechnologies; Biotechnologie

Mikhail Nikulin, Filia Vonta, Nikolaos Limnios, Catherine Huber. Statistical Models and Methods for Biomedical and Technical Systems. F.Vonta, M.Nikulin, N.Limnios, C.Huber. Birkhauser, pp.555, 2008, Statistics for Industry and Technology, N.Balakrishnan, ⟨10.1007/978-0-8176-4619-6⟩. ⟨hal-00300771⟩