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Titlebook: WAIC and WBIC with Python Stan; 100 Exercises for Bu Joe Suzuki Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclus

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發(fā)表于 2025-3-21 19:27:40 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱WAIC and WBIC with Python Stan
副標(biāo)題100 Exercises for Bu
編輯Joe Suzuki
視頻videohttp://file.papertrans.cn/1021/1020024/1020024.mp4
概述Focuses on widely applicable information criterion (WAIC) & widely applicable Bayesian information criterion (WBIC).Presents 100 carefully selected exercises accompanied by solutions in the main text.
圖書封面Titlebook: WAIC and WBIC with Python Stan; 100 Exercises for Bu Joe Suzuki Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclus
描述Master the art of machine learning and data science by diving into the essence of mathematical logic with this comprehensive textbook.?This book focuses on the widely applicable information criterion (WAIC), also described as the Watanabe-Akaike information criterion, and the widely applicable Bayesian information criterion (WBIC), also described as the Watanabe Bayesian information criterion. The book expertly guides you through relevant mathematical problems while also providing hands-on experience with programming in Python and Stan. Whether you’re a data scientist looking to refine your model selection process or a researcher who wants to explore the latest developments in Bayesian statistics, this accessible guide will give you a firm grasp of Watanabe Bayesian Theory..The key features of this indispensable book include:.A clear and self-contained writing style, ensuring ease of understanding for readers at various levels of expertise..100 carefully selected exercises accompanied by solutions in the main text, enabling readers to effectively gauge their progress and comprehension..A comprehensive guide to Sumio Watanabe’s groundbreaking Bayes theory, demystifying a subject onc
出版日期Textbook 2023
關(guān)鍵詞Watanabe Bayesian Theory; Statistics; WAIC; Watanabe-Akaike Information Criterion; WBIC; Watanabe Bayesia
版次1
doihttps://doi.org/10.1007/978-981-99-3841-4
isbn_softcover978-981-99-3840-7
isbn_ebook978-981-99-3841-4
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
The information of publication is updating

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沙發(fā)
發(fā)表于 2025-3-21 21:36:51 | 只看該作者
Joe Suzukihe theory of elasticity is the basic theoretical framework upon which seismological methods are developed. The theory was already well advanced in the mid-nineteenth century, before it was proven that the Earth was a . perfectly elastic body for short time constants. The mechanical behavior of a lin
板凳
發(fā)表于 2025-3-22 03:24:20 | 只看該作者
Joe Suzukins of elastodynamics connect the spatial-temporal distribution of fault slip to the radiated seismic waves. The observed waveforms are generated by the space-time history of fault slip (the moment rate density function) via linear integral equations. Source time functions can be deconvolved from far
地板
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Joe Suzukiom pit. If the rise boreholes are intersected by horizontal ones, a so-called drainage network is formed; this is employed in many seams, including the Andreevskii, Bezymyannyi, etc. At the present time, no account is taken during borehole drilling of the varying degree to which a seam is subject to
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Joe Suzukins have been recently ascribed. These glands, much used in the study of secretory processes, present a very interesting distribution and stages of progressive complexity of structure in the vertebrates suggesting that they developed gradually during vertebrate phylogenesis attaining their maximal co
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