| 书目名称 | Recent Advances in Functional Data Analysis and Related Topics | | 编辑 | Frédéric Ferraty | | 视频video | | | 概述 | Presents the most relevant and recent advances.Provides an overview of the broad range of potential applications of FDA.Includes roughly 45 extended abstracts, each summarizing a (still unpublished) w | | 丛书名称 | Contributions to Statistics | | 图书封面 |  | | 描述 | .New technologies allow us to handle increasingly large datasets, while monitoring devices are becoming ever more sophisticated. This high-tech progress produces statistical units sampled over finer and finer grids. As the measurement points become closer, the data can be considered as observations varying over a continuum. This intrinsic continuous data (called functional data) can be found in various fields of science, including biomechanics, chemometrics, econometrics, environmetrics, geophysics, medicine, etc. The failure of standard multivariate statistics to analyze such functional data has led the statistical community to develop appropriate statistical methodologies, called Functional Data Analysis (FDA). Today, FDA is certainly one of the most motivating and popular statistical topics due to its impact on crucial societal issues (health, environment, etc). This is why the FDA statistical community is rapidly growing, as are the statistical developments . Therefore, it is necessary to organize regular meetings in order to provide a state-of-art review of the recent advances in this fascinating area. This book collects selected and extended papers presented at the second In | | 出版日期 | Conference proceedings 2011 | | 关键词 | Applications; Functional Data Analysis; Recent Advances; gene expression | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-7908-2736-1 | | isbn_softcover | 978-3-7908-2833-7 | | isbn_ebook | 978-3-7908-2736-1Series ISSN 1431-1968 Series E-ISSN 2628-8966 | | issn_series | 1431-1968 | | copyright | Springer-Verlag Berlin Heidelberg 2011 |
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发表于 2025-3-21 18:21:48
