{"product_id":"linear-models-in-statistics-wiley-series-in-probability-and-statistics-9780471754985","title":"Linear Models in Statistics Wiley Series in","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eThis new edition discusses classical linear models from a matrix algebra perspective, making the subject easily accessible to readers encountering linear models for the first time. It provides a solid foundation from which to explore the literature and interpret correctly the output of computer packages and brings together a number of approaches.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\"This indeed clearly written book will do great service for advanced undergraduate and also for PhD students.\" (\u003ci\u003eInternational Statistical Review\u003c\/i\u003e, December 2008)  \u003cp\u003e\"This indeed clearly written book will do great service for advanced undergraduate and also for PhD students.\" (\u003ci\u003eInternational Statistical Review,\u003c\/i\u003e Dec 2008)\u003c\/p\u003e \u003cp\u003e\"This well-written book represents various topics on linear models with great clarity in an easy-to-understand style.\" (\u003ci\u003eCHOICE,\u003c\/i\u003e Aug 2008)\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003ePreface.  \u003cp\u003e1. Introduction.\u003c\/p\u003e \u003cp\u003e2. Matrix Algebra.\u003c\/p\u003e \u003cp\u003e3. Random Vectors and Matrices.\u003c\/p\u003e \u003cp\u003e4. Multivariate Normal Distribution.\u003c\/p\u003e \u003cp\u003e5. Distribution of Quadratic Forms in y.\u003c\/p\u003e \u003cp\u003e6. Simple Linear Regression.\u003c\/p\u003e \u003cp\u003e7. Multiple Regression: Estimation.\u003c\/p\u003e \u003cp\u003e8. Multiple Regression: tests of Hypotheses and Confidence Intervals.\u003c\/p\u003e \u003cp\u003e9. Multiple Regression: Model Validation and Diagnostics.\u003c\/p\u003e \u003cp\u003e10. Multiple Regression: random x's.\u003c\/p\u003e \u003cp\u003e11. Multiple Regression: Bayesian Inference.\u003c\/p\u003e \u003cp\u003e12. Analysis-of-Variance Models.\u003c\/p\u003e \u003cp\u003e13. One-Way Analysis-of-Variance: balanced Case.\u003c\/p\u003e \u003cp\u003e14. Two-Way Analysis-of Variance: Balanced Case.\u003c\/p\u003e \u003cp\u003e15. Analysis-of-Variance: The Cell Means Model for Unbalanced Data.\u003c\/p\u003e \u003cp\u003e16. Analysis-of-Covariance.\u003c\/p\u003e \u003cp\u003e17. Linear Mixed Models.\u003c\/p\u003e \u003cp\u003e18. Additional Models.\u003c\/p\u003e \u003cp\u003eAppendix A. Answers and Hits to the Problems.\u003c\/p\u003e \u003cp\u003eReferences.\u003c\/p\u003e \u003cp\u003eIndex.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49402669662551,"sku":"9780471754985","price":135.85,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780471754985.jpg?v=1730481176","url":"https:\/\/bookcurl.com\/products\/linear-models-in-statistics-wiley-series-in-probability-and-statistics-9780471754985","provider":"Book Curl","version":"1.0","type":"link"}