书目名称 | Innovations in Multivariate Statistical Modeling | 副标题 | Navigating Theoretic | 编辑 | Andriëtte Bekker,Johannes T. Ferreira,Ding-Geng Ch | 视频video | | 概述 | Features new developments and contemporary innovations originating from multivariate statistical theory.Showcases multidisciplinary approaches and applications, reaching both theoretical and applied s | 丛书名称 | Emerging Topics in Statistics and Biostatistics | 图书封面 |  | 描述 | .Multivariate statistical analysis has undergone a rich and varied evolution during the latter half of the 20th century. Academics and practitioners have produced much literature with diverse interests and with varying multidisciplinary knowledge on different topics within the multivariate domain. Due to multivariate algebra being of sustained interest and being a continuously developing field, its appeal breaches laterally across multiple disciplines to act as a catalyst for contemporary advances, with its core inferential genesis remaining in that of statistics..It is exactly this varied evolution caused by an influx in data production, diffusion, and understanding in scientific fields that has blurred many lines between disciplines. The cross-pollination between statistics and biology, engineering, medical science, computer science, and even art, has accelerated the vast amount of questions that statistical methodology has to answer and report on. These questions are often multivariate in nature, hoping to elucidate uncertainty on more than one aspect at the same time, and it is here where statistical thinking merges mathematical design with real life interpretation for understa | 出版日期 | Book 2022 | 关键词 | Bayesian Network; Bayesian Inference; Data-driven Science, Modeling and Theory Building; Matrix Theory; | 版次 | 1 | doi | https://doi.org/10.1007/978-3-031-13971-0 | isbn_softcover | 978-3-031-13973-4 | isbn_ebook | 978-3-031-13971-0Series ISSN 2524-7735 Series E-ISSN 2524-7743 | issn_series | 2524-7735 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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