Highlights of the book include:
- An introduction of regression models from first principles, i.e., a complete and comprehensive introduction to the linear model in Chaps. 3, 4, and 10
- A coverage of the entire range of regression models starting with linear models, covering generalized linear and mixed models and also including (generalized)additive models and quantile regression
- A presentation of both frequentist and Bayesian approaches to regression
- The inclusion of a large number of worked out examples and case studies
- Although the book is written in textbook style suitable for students, the material is close to current research on advanced regression analysis
本帖隐藏的内容
- Hardcover: 698 pages
- Publisher: Springer; 2013 edition (May 23, 2013)
- Language: English
- ISBN-10: 3642343325
- ISBN-13: 978-3642343322
- Product Dimensions: 9.2 x 6.1 x 1.5 inches
- Shipping Weight: 2.4 pounds
- http://www.amazon.com/Regression-Methods-Applications-Ludwig-Fahrmeir/dp/3642343325/ref=sr_1_1?ie=UTF8&qid=1401221857&sr=8-1&keywords=Regression+Models%2C+Methods+and+Applications