Optimal Covariate Designs

Theory and Applications

Business & Finance, Economics, Statistics, Nonfiction, Computers, Application Software, General Computing
Cover of the book Optimal Covariate Designs by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha, Springer India
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha ISBN: 9788132224617
Publisher: Springer India Publication: July 23, 2015
Imprint: Springer Language: English
Author: Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
ISBN: 9788132224617
Publisher: Springer India
Publication: July 23, 2015
Imprint: Springer
Language: English

This book primarily addresses the optimality aspects of covariate designs. A covariate model is a combination of ANOVA and regression models. Optimal estimation of the parameters of the model using a suitable choice of designs is of great importance; as such choices allow experimenters to extract maximum information for the unknown model parameters. The main emphasis of this monograph is to start with an assumed covariate model in combination with some standard ANOVA set-ups such as CRD, RBD, BIBD, GDD, BTIBD, BPEBD, cross-over, multi-factor, split-plot and strip-plot designs, treatment control designs, etc. and discuss the nature and availability of optimal covariate designs. In some situations, optimal estimations of both ANOVA and the regression parameters are provided. Global optimality and D-optimality criteria are mainly used in selecting the design. The standard optimality results of both discrete and continuous set-ups have been adapted, and several novel combinatorial techniques have been applied for the construction of optimum designs using Hadamard matrices, the Kronecker product, Rao-Khatri product, mixed orthogonal arrays to name a few.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book primarily addresses the optimality aspects of covariate designs. A covariate model is a combination of ANOVA and regression models. Optimal estimation of the parameters of the model using a suitable choice of designs is of great importance; as such choices allow experimenters to extract maximum information for the unknown model parameters. The main emphasis of this monograph is to start with an assumed covariate model in combination with some standard ANOVA set-ups such as CRD, RBD, BIBD, GDD, BTIBD, BPEBD, cross-over, multi-factor, split-plot and strip-plot designs, treatment control designs, etc. and discuss the nature and availability of optimal covariate designs. In some situations, optimal estimations of both ANOVA and the regression parameters are provided. Global optimality and D-optimality criteria are mainly used in selecting the design. The standard optimality results of both discrete and continuous set-ups have been adapted, and several novel combinatorial techniques have been applied for the construction of optimum designs using Hadamard matrices, the Kronecker product, Rao-Khatri product, mixed orthogonal arrays to name a few.

More books from Springer India

Cover of the book Atlas of Head and Neck Cancer Surgery by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Biointensive Integrated Pest Management in Horticultural Ecosystems by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Small Towns and Decentralisation in India by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Climate Sensitive Adaptation in Health by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Oilseed Production in India by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Plant Growth Promoting Rhizobacteria for Horticultural Crop Protection by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Nonlinear Ordinary Differential Equations by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Particle Radiotherapy by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Facets of Uncertainties and Applications by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book An Investigation into the Detection and Mitigation of Denial of Service (DoS) Attacks by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Proceedings of the International Conference on Soft Computing Systems by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book The Global Financial Crisis by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Nuclear Medicine by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Information Systems Design and Intelligent Applications by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
Cover of the book Interaction Between Attention and Language Systems in Humans by Premadhis Das, Ganesh Dutta, Nripes Kumar Mandal, Bikas Kumar Sinha
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy