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V. Bagdonavicius ; M. Nikulin | Boca Raton, USA : Chapman & Hall | Monographs on statistics and applied probability 94 | 2002This book presents models, methods of data collection, and statistical analysis for failure-time regression data in accelerated life testing and for degradation data with explanatory variables. in addition to the classical results, the authors d[...]
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A. Gordon | Boca Raton, USA : Chapman & Hall | Monographs on statistics and applied probability 82 | 1999The subject of classification is concerned with extracting and summarizing information from multivariate data sets. The book is a substantial revision of the earlier edition, and provides an overview of many recent methodological developments in[...]
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T. Hastie ; R. Tibshirani | Boca Raton, USA : Chapman & Hall | Monographs on statistics and applied probability 43 | 1990This book describes a new array of power tools for data analysis, based on nonparametric regression or smoothing techniques. These methods relax the usual linear assumption in many standard models allowing the analyst to uncover structure in the[...]
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The book focoses on the mathematical underpinnings of the Forward Sensitivity Analysis Procedure (FSAP), the Adjoint Sensitivity Analysis Procedure (ASAP) and the use of deterministically obtained sensitivities for uncertainty analysis. After a [...]
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The book begins with a review of the most prominent screening design, statistical, and deterministic methods. The authors then explore applications of the ASAP to transient one-dimensional two-phase flow problems, in particular its implementatio[...]
