| Verfasst von: | Bhattacharjee, Atanu [VerfasserIn]  |
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| Titel: | Bayesian mediation analysis using R |
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| Verf.angabe: | Atanu Bhattacharjee |
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| Ausgabe: | First edition |
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| Verlagsort: | Boca Raton ; London ; New York |
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| Verlag: | CRC Press, Taylor & Francis Group |
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| Jahr: | 2024 |
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| Umfang: | xiii, 154 Seiten |
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| Illustrationen: | Diagramme |
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| Fussnoten: | Includes bibliographical references and index |
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| ISBN: | 978-1-032-28750-8 |
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| | 978-1-032-28752-2 |
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| Abstract: | "Delve into the realm of statistical methodology for mediation analysis with a Bayesian perspective in high dimensional data through this comprehensive guide. Focused on various forms of time-to-event data methodologies, this book helps readers master the application of Bayesian mediation analysis using R. Across ten chapters, this book explores concepts of mediation analysis, survival analysis, accelerated failure time modeling, longitudinal data analysis, and competing risk modeling. Each chapter progressively unravels intricate topics, from the foundations of Bayesian approaches to advanced techniques like variable selection, bivariate survival models, and Dirichlet process priors. With practical examples and step-by-step guidance, this book empowers readers to navigate the intricate landscape of high-dimensional data analysis, fostering a deep understanding of its applications and significance in diverse fields"-- |
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| URL: | Cover: https://www.dietmardreier.de/annot/426F6F6B446174617C7C393738313033323238373530387C7C434F50.jpg?sq=2 |
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| Sprache: | eng |
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| Bibliogr. Hinweis: | Erscheint auch als : Online-Ausgabe: Bhattacharjee, Atanu (Statistician): Bayesian mediation analysis using R. - First edition. - Boca Raton, FL : C&H, CRC Press, 2024 |
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| RVK-Notation: | SK 830 |
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| Sach-SW: | Bayesian inference |
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| | Bayesianische Inferenz |
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| | COMPUTERS / Machine Theory |
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| | COMPUTERS / Programming Languages / General |
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| | MATHEMATICS / Applied |
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| | MATHEMATICS / Probability & Statistics / Bayesian Analysis |
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| | Mathematical modelling |
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| | Mathematical theory of computation |
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| | Mathematische Modellierung |
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| | Programmier- und Skriptsprachen, allgemein |
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| | Programming & scripting languages: general |
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| | Theoretische Informatik |
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| K10plus-PPN: | 1870802128 |
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978-1-032-28750-8,978-1-032-28752-2
Bayesian mediation analysis using R / Bhattacharjee, Atanu [VerfasserIn]; 2024
69237541
