Statistical Models and Methods for Biomedical and Technical Systems
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Beschreibung
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
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.
An outgrowth of the International Conference on Statistical Models for Biomedical and Technical Systems, this book is comprised of contributions from renowned experts. These contributions demonstrate the significance of current research on the theory, methods, and applications of statistical models and methods. The chapters, which deal primarily with the mathematical aspects of survival analysis and reliability, consist of a selection of invited and contributed papers reflecting recent developments in these areas. Readers discover many real-world applications of epidemiology, aging, survival analysis, and modeling in the biosciences and medicine. The book is useful to a broad interdisciplinary readership in applied probability and statistics, industrial statistics, biomedicine, biostatistics, and applied reliability.
Real-world applications to epidemiology, aging, survival analysis, and modeling in the biosciences and medicine Chapters deal primarily with the mathematical aspects of survival analysis and reliability Features a careful selection of invited and contributed papers Demonstrates the significance of current research on the theory, methods, and applications of the field Accessible to a broad interdisciplinary readership of researchers and practitioners in applied probability and statistics, industrial statistics, biomedicine, biostatistics, and engineering Includes supplementary material: sn.pub/extras
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From the reviews:
“This edited volume, the outcome of the International Conference on Statistical Models for Biological and Technical Systems, showcases the current research interests in survival analysis and reliability. … The book’s style and format are fine. Its organization makes it useful for its target audience. … The volume includes 37 tables and 55 figures, a nice feature.” (Technometrics, Vol. 51 (2), May, 2009)
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