Synopsis
Provides unified and comprehensive overview of non-regular factorial designs. Focuses on theoretical underpinnings of non-regular factorial designs, emphasizes the ideas and methods of statistical designs, rather than mathematical rigor.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Ching-Shui Cheng is a Professor Emeritus at University of California, Berkeley. Boxin Tang is a Professor of Statistics at Simon Fraser University. Both have their main research interests in the area of experimental design.
Professor Cheng is a Fellow of the Institute of Mathematical Statistics and a Fellow of the American Statistical Association. He is a former Chair-Editor for Statistica Sinica, and also served as an Associate Editor for the Annals of Statistics, Biometrika, Journal of Statistical Planning and Inference, Statistica Sinica, and Technometrics.
Professor Tang is a Fellow of the Institute of Mathematical Statistics and a Fellow of the American Statistical Association. He has served on the editorial boards of the Annals of Statistics, Bernoulli Journal, Electronic Journal of Statistics, Journal of the Royal Statistical Society: Series B, Journal of Statistical Theory and Practice, and Statistica Sinica.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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THEORY OF NONREGULAR FACTORIAL DESIGNS (HB 2025)
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Chapman and Hall/CRC, 2025
ISBN 10 : 1032443790
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Theory of Nonregular Factorial Designs (Hardcover)
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Hardcover. Etat : new. Hardcover. Nonregular factorial designs are a class of factorial designs that enable researchers to study simultaneously the effects of many explanatory variables on a response variable of interest. Factorial designs have been in the mainstream of design research for decades, but interest in nonregular factorial designs has been increasing significantly in the last twenty years or so. These designs are practically useful as they offer much richer and more flexible choices for experimenters to contemplate than regular designs. Theoretically, they present new challenges and raise new issues that require new ideas and methods to properly address. This book is the first to synthesize research on this topic into a consistent statistical design framework. It is focused on the theoretical underpinnings of nonregular factorial designs but emphasizes the ideas and methods of statistical designs, rather than mathematical rigor. Some background is provided in an appendix, and the book also includes lots of worked examples to illustrate the ideas and methods.Features:A unified and comprehensive overview of the theory and application of nonregular factorial designsSelf-contained, with an appendix of necessary background knowledge in factorial designsMathematics is kept to a minimum, with proofs only included if simple or insightful, or is otherwise in chapter appendicesGreat attention has been paid to the narrative flowLots of worked examples to illustrate the ideas and methodsThis book is primarily aimed at researchers and practitioners working on the design of experiments. It will be a perfect entry into the field for a junior researcher and a useful reference for all researchers already in the field. It could be used as a textbook for graduate students who have taken a first design course and have a passion for design ideas and research. Scientists from other disciplines will find the book useful as well, if their research involves multi-factor experiments. Provides unified and comprehensive overview of non-regular factorial designs. Focuses on theoretical underpinnings of non-regular factorial designs, emphasizes the ideas and methods of statistical designs, rather than mathematical rigor. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9781032443799
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Theory of Nonregular Factorial Designs (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
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Theory of Non-regular Factorial Designs
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ISBN 13 : 9781032443799
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Theory of Nonregular Factorial Designs (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
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ISBN 13 : 9781032443799
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Theory of Nonregular Factorial Designs (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
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ISBN 13 : 9781032443799
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Theory of Non-regular Factorial Designs
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ISBN 13 : 9781032443799
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Theory of Non-regular Factorial Designs
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Chapman and Hall/CRC, 2025
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ISBN 13 : 9781032443799
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Theory of Nonregular Factorial Designs
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ISBN 13 : 9781032443799
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Nonregular factorial designs are a class of factorial designs that enable researchers to study simultaneously the effects of many explanatory variables on a response variable of interest. Factorial designs have been in the mainstream of design research for decades, but interest in nonregular factorial designs has been increasing significantly in the last twenty years or so. These designs are practically useful as they offer much richer and more flexible choices for experimenters to contemplate than regular designs. Theoretically, they present new challenges and raise new issues that require new ideas and methods to properly address. This book is the first to synthesize research on this topic into a consistent statistical design framework. It is focused on the theoretical underpinnings of nonregular factorial designs but emphasizes the ideas and methods of statistical designs, rather than mathematical rigor. Some background is provided in an appendix, and the book also includes lots of worked examples to illustrate the ideas and methods.Features:A unified and comprehensive overview of the theory and application of nonregular factorial designsSelf-contained, with an appendix of necessary background knowledge in factorial designsMathematics is kept to a minimum, with proofs only included if simple or insightful, or is otherwise in chapter appendicesGreat attention has been paid to the narrative flowLots of worked examples to illustrate the ideas and methodsThis book is primarily aimed at researchers and practitioners working on the design of experiments. It will be a perfect entry into the field for a junior researcher and a useful reference for all researchers already in the field. It could be used as a textbook for graduate students who have taken a first design course and have a passion for design ideas and research. Scientists from other disciplines will find the book useful as well, if their research involves multi-factor experiments. 282 pp. Englisch. N° de réf. du vendeur 9781032443799
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Theory of Nonregular Factorial Designs (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Edité par
Chapman and Hall/CRC, 2025
ISBN 10 : 1032443790
ISBN 13 : 9781032443799
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