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Design of experiments : an introduction based on linear models /
IntroductionExample: rainfall and grassland Basic elements of an experimentExperiments and experiment-like studies Models and data analysisLinear Statistical ModelsLinear vector spaces Basic linear model The hat matrix, least-squares estimates, and design information matrixThe partitioned linear mod...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
Chapman & Hall/CRC,
2011.
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| Colección: | Texts in statistical science.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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:basics.
- CHAPTER 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 cover.