Applying Generalized Linear Models

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This book provides a comprehensive introduction to Generalized Linear Models (GLMs), emphasizing their application in various fields. It covers the theoretical foundations of GLMs, including the link function and distribution families, while also offering practical guidance on model fitting and interpretation. The text is enriched with real-world examples and case studies, making complex statistical concepts accessible. Additionally, it includes discussions on model diagnostics and selection, ensuring readers can effectively utilize GLMs in their own research and analyses.