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This comprehensive guide offers a modern approach to regression analysis and generalized linear models, emphasizing their applications in the social sciences. The Third Edition features updated content, including new chapters on mixed-effects models for hierarchical and longitudinal data. It caters to readers with basic statistical knowledge while also providing advanced material in optional sections, making it suitable for a wide range of learners. Key methods like bootstrapping and handling missing data are also thoroughly addressed.
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Applied Regression Analysis and Generalized Linear Models, John Fox
- Language
- Released
- 2015
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- (Hardcover)
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- Title
- Applied Regression Analysis and Generalized Linear Models
- Language
- English
- Authors
- John Fox
- Publisher
- Sage Publications, Inc
- Released
- 2015
- Format
- Hardcover
- Pages
- 818
- ISBN13
- 9781452205663
- Category
- Social sciences
- Description
- This comprehensive guide offers a modern approach to regression analysis and generalized linear models, emphasizing their applications in the social sciences. The Third Edition features updated content, including new chapters on mixed-effects models for hierarchical and longitudinal data. It caters to readers with basic statistical knowledge while also providing advanced material in optional sections, making it suitable for a wide range of learners. Key methods like bootstrapping and handling missing data are also thoroughly addressed.