{"product_id":"9783319270975","title":"Statistical Analysis for High-Dimensional Data","description":"\u003cp\u003eThis book features research contributions from\nThe Abel Symposium on Statistical Analysis for High Dimensional Data, held in\nNyvågar, Lofoten, Norway, in May 2014.\u003c\/p\u003e\n\n\u003cp\u003eThe focus of the symposium was on statistical\nand machine learning methodologies specifically developed for inference in “big\ndata” situations, with particular reference to genomic applications. The\ncontributors, who are among the most prominent researchers on the theory of\nstatistics for high dimensional inference, present new theories and methods, as\nwell as challenging applications and computational solutions. Specific themes\ninclude, among others, variable selection and screening, penalised regression,\nsparsity, thresholding, low dimensional structures, computational challenges,\nnon-convex situations, learning graphical models, sparse covariance and\nprecision matrices, semi- and non-parametric formulations, multiple testing,\nclassification, factor models, clustering, and preselection.\u003c\/p\u003e\n\n\u003cp\u003eHighlighting cutting-edge research\nand casting light on future research directions, the contributions will benefit\ngraduate students and researchers in computational biology, statistics and the\nmachine learning community.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePublication Year: \u003c\/strong\u003e2016\u003cbr\u003e\u003cstrong\u003eImprint: \u003c\/strong\u003eSpringer International Publishing\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003eFormat: H\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003eWeight (Gram): 6033\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003c\/p\u003e","brand":"Arnoldo Frigessi","offers":[{"title":"Default Title","offer_id":41265556521138,"sku":"9783319270975","price":265.19,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0502\/5382\/4178\/products\/3319270974.01_SCLZZZZZZZ.jpg?v=1636020888","url":"https:\/\/readabook.store\/products\/9783319270975","provider":"READABOOK BY ALKEM","version":"1.0","type":"link"}