Optimal Designs: for a Beta GLM with Two Predictors - Couverture souple

Latif, Shahid; Zafar Yab, Mohammad

9783846532355: Optimal Designs: for a Beta GLM with Two Predictors

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ISBN 10 : 3846532355 ISBN 13 : 9783846532355

Editeur : LAP LAMBERT Academic Publishing, 2011

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This book covers the construction of optimal experimental designs for Beta regression models using two predictors without interaction term. D-criterion is used as basis of optimality. Keeping in view the analytical complexity of the problem First Order Exchange Algorithm has been used to obtain locally optimal designs. These designs have been constructed under different conditions of parameter values, like positive, negative and mixture of positive and negative values. Robustness of optimal designs under parameter misspecification has also been investigated; and designs have been compared with commonly used equi-weighted designs in order to study the gain in efficiency. Use of the Efficient Rounding Procedure for obtaining exact designs by rounding off the design weights has been discussed and demonstrated through examples. The optimal designs for a variety of parameter settings are provided in appendices. These designs may be used in real life situations where appropriate.

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�diteur: LAP LAMBERT Academic Publishing
Date d'�dition: 2011
Langue: anglais
ISBN 10: 3846532355
ISBN 13: 9783846532355
Reliure: Broch�
Nombre de pages: 100
Coordonn�es du fabricant: non disponible
Personne responsable: non disponible

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Optimal Designs

Shahid Latif|Mohammad Zafar Yab

Edit� par LAP LAMBERT Academic Publishing, 2011

ISBN 10 : 3846532355 ISBN 13 : 9783846532355

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Latif ShahidShahid Latif is a Lecturer in Statitics and is doing Ph.D. in Applied Statistics. His areas of interest are Experimental Designs and Regression Analysis. Dr. Muhammad Zafar Yab is a Professor of Statistics at Lahore Leads. N� de r�f. du vendeur 5497155

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Optimal Designs : for a Beta GLM with Two Predictors

Shahid Latif

Edit� par LAP LAMBERT Academic Publishing, 2011

ISBN 10 : 3846532355 ISBN 13 : 9783846532355

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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book covers the construction of optimal experimental designs for Beta regression models using two predictors without interaction term. D-criterion is used as basis of optimality. Keeping in view the analytical complexity of the problem First Order Exchange Algorithm has been used to obtain locally optimal designs. These designs have been constructed under different conditions of parameter values, like positive, negative and mixture of positive and negative values. Robustness of optimal designs under parameter misspecification has also been investigated; and designs have been compared with commonly used equi-weighted designs in order to study the gain in efficiency. Use of the Efficient Rounding Procedure for obtaining exact designs by rounding off the design weights has been discussed and demonstrated through examples. The optimal designs for a variety of parameter settings are provided in appendices. These designs may be used in real life situations where appropriate. N� de r�f. du vendeur 9783846532355

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Optimal Designs

Shahid Latif

Edit� par LAP LAMBERT Academic Publishing Nov 2011, 2011

ISBN 10 : 3846532355 ISBN 13 : 9783846532355

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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book covers the construction of optimal experimental designs for Beta regression models using two predictors without interaction term. D-criterion is used as basis of optimality. Keeping in view the analytical complexity of the problem First Order Exchange Algorithm has been used to obtain locally optimal designs. These designs have been constructed under different conditions of parameter values, like positive, negative and mixture of positive and negative values. Robustness of optimal designs under parameter misspecification has also been investigated; and designs have been compared with commonly used equi-weighted designs in order to study the gain in efficiency. Use of the Efficient Rounding Procedure for obtaining exact designs by rounding off the design weights has been discussed and demonstrated through examples. The optimal designs for a variety of parameter settings are provided in appendices. These designs may be used in real life situations where appropriate. 100 pp. Englisch. N� de r�f. du vendeur 9783846532355

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Optimal Designs

Shahid Latif

Edit� par LAP LAMBERT Academic Publishing Nov 2011, 2011

ISBN 10 : 3846532355 ISBN 13 : 9783846532355

Neuf Taschenbuch

Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Taschenbuch. Etat : Neu. Neuware -This book covers the construction of optimal experimental designs for Beta regression models using two predictors without interaction term. D-criterion is used as basis of optimality. Keeping in view the analytical complexity of the problem First Order Exchange Algorithm has been used to obtain locally optimal designs. These designs have been constructed under different conditions of parameter values, like positive, negative and mixture of positive and negative values. Robustness of optimal designs under parameter misspecification has also been investigated; and designs have been compared with commonly used equi-weighted designs in order to study the gain in efficiency. Use of the Efficient Rounding Procedure for obtaining exact designs by rounding off the design weights has been discussed and demonstrated through examples. The optimal designs for a variety of parameter settings are provided in appendices. These designs may be used in real life situations where appropriate.Books on Demand GmbH, �berseering 33, 22297 Hamburg 100 pp. Englisch. N� de r�f. du vendeur 9783846532355

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