Statistical Modeling and Computation

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This textbook on statistical modeling and inference is designed for advanced students. It offers a comprehensive introduction to modern Statistics from classical and Bayesian perspectives, covering probability theory, classical models like linear regression, and advanced models with a focus on computational techniques and applications.