Statistical Models

Klappentext An integrated development of models and likelihood that blends theory and practice, suitable for advanced undergraduate and graduate students, researchers and practitioners. Each chapter contains a wide range of problems and exercises. A library of data sets accompanying the book is available over the web. Zusammenfassung An integrated development of models and likelihood that blends theory and practice! suitable for advanced undergraduate and graduate students! researchers and practitioners. Each chapter of this 2003 book contains a wide range of problems and exercises. A library of data sets accompanying the book is available over the web. Inhaltsverzeichnis 1. Introduction; 2. Variation; 3. Uncertainty; 4. Likelihood; 5. Models; 6. Stochastic models; 7. Estimation and hypothesis testing; 8. Linear regression models; 9. Designed experiments; 10. Nonlinear regression models; 11. Bayesian models; 12. Conditional and marginal inference.

Product details

• Authors: A C Davison, A. C. Davison, A. C. (Swiss Federal Institute of Technology Davison
• Publisher: Cambridge University Press Academic
• Languages: English
• Product format: Paperback / Softback
• Released: 15.09.2008
• EAN: 9780521734493
• ISBN: 978-0-521-73449-3
• Dimensions: 180 mm x 255 mm x 40 mm
• Series: Cambridge Series in Statistical and Probabilistic Mathematics; Cambridge Series in Statistical and Probabilistic; Cambridge Series in Statistical and Probabilistic Mathematics; Cambridge Series in Statistica; Cambridge Series in Statistical and Probabilistic
• Subject: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics