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Focusing on mathematical logic, this textbook delves into the widely applicable information criterion (WAIC) and the Bayesian information criterion (WBIC), providing a thorough understanding of model selection in machine learning and data science. It presents relevant mathematical problems alongside practical programming experience in R and Stan. Ideal for data scientists and researchers, the guide offers insights into the latest developments in Bayesian statistics, ensuring readers gain a solid grasp of Watanabe Bayesian Theory.
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WAIC and WBIC with R Stan, Joe Suzuki
- Lingua
- Pubblicato
- 2023
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