03415oam 2200637I 450 991046046970332120200520144314.00-429-10898-21-4398-9490-610.1201/9781439894903 (CKB)3710000000391590(EBL)1648235(SSID)ssj0001458446(PQKBManifestationID)12624278(PQKBTitleCode)TC0001458446(PQKBWorkID)11451170(PQKB)11613669(MiAaPQ)EBC1648235(Au-PeEL)EBL1648235(CaPaEBR)ebr11167501(OCoLC)908079474(OCoLC)958799040(EXLCZ)99371000000039159020180706d2010 uy 0engur|n|---|||||txtccrDesign of experiments an introduction based on linear models /by Max MorrisFirst edition.Boca Raton, FL :Chapman and Hall/CRC, an imprint of Taylor and Francis,2010.1 online resource (376 p.)Chapman & Hall/CRC Texts in Statistical ScienceDescription based upon print version of record.1-138-11178-3 1-58488-923-3 Includes bibliographical references and index.Front cover; Contents; Preface; CHAPTER 1: Introduction; CHAPTER 2: Linear statistical models; CHAPTER 2: Linear statistical models; CHAPTER 3: Completely randomized designs; CHAPTER 4: Randomized complete blocks and related designs; CHAPTER 5: Latin squares and related designs; CHAPTER 6: Some data analysis for CRDs andorthogonally blocked designs; CHAPTER 7: Balanced incomplete block designs; CHAPTER 8: Random block effects; CHAPTER 9: Factorial treatment structure; CHAPTER 10: Split-plot designs; CHAPTER 11: Two-level factorial experiments:basicsCHAPTER 12: Two-level factorial experiments: blockingCHAPTER 13:Two-level factorial experiments: fractional factorials; CHAPTER 14: Factorial group screening experiments; CHAPTER 15: Regression experiments: first-order polynomial models; CHAPTER 16: Regression experiments: second-order polynomial models; CHAPTER 17: Introduction to optimal design; Appendix A: Calculations using R; Appendix B: Solution notes for selected exercises; References; Index; Back coverOffering deep insight into the connections between design choice and the resulting statistical analysis, Design of Experiments: An Introduction Based on Linear Models explores how experiments are designed using the language of linear statistical models. The book presents an organized framework for understanding the statistical aspects of experimental design as a whole within the structure provided by general linear models, rather than as a collection of seemingly unrelated solutions to unique problems.Texts in statistical science.Experimental designLinear models (Statistics)Electronic books.Experimental design.Linear models (Statistics)519.5/7Morris Max1950-998556MiAaPQMiAaPQMiAaPQBOOK9910460469703321Design of experiments2290681UNINA