{"product_id":"big-and-complex-data-analysis-s-ejaz-ahmed-9783319823874","title":"Big and Complex Data Analysis: Methodologies and Applications","description":"\u003cp\u003eThis volume conveys some of the surprises, puzzles and success stories in high-dimensional and complex data analysis and related fields. Its peer-reviewed contributions showcase recent advances in variable selection, estimation and prediction strategies for a host of useful models, as well as essential new developments in the field.\u003c\/p\u003e\u003cp\u003eThe continued and rapid advancement of modern technology now allows scientists to collect data of increasingly unprecedented size and complexity. Examples include epigenomic data, genomic data, proteomic data, high-resolution image data, high-frequency financial data, functional and longitudinal data, and network data. Simultaneous variable selection and estimation is one of the key statistical problems involved in analyzing such big and complex data.\u003c\/p\u003e\u003cp\u003e The purpose of this book is to stimulate research and foster interaction between researchers in the area of high-dimensional data analysis. More concretely, its goals are to: 1) highlight and expand the breadth of existing methods in big data and high-dimensional data analysis and their potential for the advancement of both the mathematical and statistical sciences; 2) identify important directions for future research in the theory of regularization methods, in algorithmic development, and in methodologies for different application areas; and 3) facilitate collaboration between theoretical and subject-specific researchers.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e S. Ejaz Ahmed\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319823876\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319823874\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/17\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 386\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.23lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.82d","brand":"S. Ejaz Ahmed","offers":[{"title":"Paperback","offer_id":43940783816959,"sku":"9783319823874","price":99.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_516adef3-b18d-43b1-a61a-6e275cd2124c.jpg?v=1681449158","url":"https:\/\/www.whiterainbookhouse.com\/products\/big-and-complex-data-analysis-s-ejaz-ahmed-9783319823874","provider":"WR Book House","version":"1.0","type":"link"}