| Dewey Class |
610.28 |
| Title |
Statistical Models and Methods for Biomedical and Technical Systems ([Ebook]) / edited by Filia Vonta, Mikhail Nikulin, Nikolaos Limnios, Catherine Huber-Carol. |
| Author |
Vonta, Filia |
| Added Personal Name |
Nikulin, M. S. (Mikhail Stepanovich) |
| Limnios, Nikolaos |
| Huber-Carol, Catherine |
| Other name(s) |
SpringerLink (Online service) |
| Publication |
Boston, MA : Birkhäuser , 2008. |
| Physical Details |
XXXVI, 555 pages : online resource. |
| Series |
Statistics for Industry and Technology |
| ISBN |
9780817646196 |
| Summary Note |
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 â 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 The book will be useful to a broad interdisciplinary readership of researchers and practitioners in applied probability and statistics, industrial statistics, biomedicine, biostatistics, and engineering. Practitioners and researchers in academia will gain insight and new ideas for exploring this fertile area of research.: |
| Contents note |
Preface -- Cox Models, Analyses, and Extensions -- Reliability Theory: Degradation Models -- Inferential Analysis -- Analysis of Censored Data -- Quality of Life -- Inference for Processes -- Designs -- Measures of Divergence, Model Selection, and Survival Models -- New Statistical Challenges -- Index. |
| 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/10.1007/978-0-8176-4619-6 |
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