| 书目名称 | Optimal Mixture Experiments | | 编辑 | B.K. Sinha,N.K. Mandal,P. Das | | 视频video | | | 概述 | Includes optimality consideration for estimating both linear and non-linear functions of parameters of some mixture models.Includes multi-response mixture models and also random coefficient mixture mo | | 丛书名称 | Lecture Notes in Statistics | | 图书封面 |  | | 描述 | .The book dwells mainly on the optimality aspects of mixture designs. As mixture models are a special case of regression models, a general discussion on regression designs has been presented, which includes topics like continuous designs, de la Garza phenomenon, Loewner order domination, Equivalence theorems for different optimality criteria and standard optimality results for single variable polynomial regression and multivariate linear and quadratic regression models. This is followed by a review of the available literature on estimation of parameters in mixture models. Based on recent research findings, the volume also introduces optimal mixture designs for estimation of optimum mixing proportions in different mixture models, which include Scheffé’s quadratic model, Darroch-Waller model, log- contrast model, mixture-amount models, random coefficient models and multi-response model. Robust mixture designs and mixture designs in blocks have been also reviewed. Moreover, some applications of mixture designs in areas like agriculture, pharmaceutics and food and beverages have been presented. Familiarity with the basic concepts of design and analysis of experiments, along with the c | | 出版日期 | Book 2014 | | 关键词 | Bayesian Analysis; Design of Experiments; Kiefer’s Equivalence Theorem; Linear Models; Loewner Order Dom | | 版次 | 1 | | doi | https://doi.org/10.1007/978-81-322-1786-2 | | isbn_softcover | 978-81-322-1785-5 | | isbn_ebook | 978-81-322-1786-2Series ISSN 0930-0325 Series E-ISSN 2197-7186 | | issn_series | 0930-0325 | | copyright | Springer Nature India Private Limited 2014 |
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发表于 2025-3-21 16:59:55
