{"product_id":"subset-selection-in-regression-1","title":"Subset Selection in Regression","description":"\u003cp\u003eOriginally published in 1990, the first edition of Subset Selection in Regression filled a significant gap in the literature, and its critical and popular success has continued for more than a decade. Thoroughly revised to reflect progress in theory, methods, and computing power, the second edition promises to continue that tradition. The author has thoroughly updated each chapter, incorporated new material on recent developments, and included more examples and references. \u003cbr\u003e\u003cbr\u003eNew in the Second Edition:\u003c\/p\u003e\u003cli\u003eA separate chapter on Bayesian methods\u003cbr\u003e \u003c\/li\u003e\u003cli\u003eComplete revision of the chapter on estimation\u003cbr\u003e \u003c\/li\u003e\u003cli\u003eA major example from the field of near infrared spectroscopy\u003cbr\u003e \u003c\/li\u003e\u003cli\u003eMore emphasis on cross-validation\u003cbr\u003e \u003c\/li\u003e\u003cli\u003eGreater focus on bootstrapping\u003cbr\u003e \u003c\/li\u003e\u003cli\u003eStochastic algorithms for finding good subsets from large numbers of predictors when an exhaustive search is not feasible \u003cbr\u003e \u003c\/li\u003e\u003cli\u003eSoftware available on the Internet for implementing many of the algorithms presented\u003cbr\u003e \u003c\/li\u003e\u003cli\u003eMore examples\u003cbr\u003e\u003cbr\u003eSubset Selection in Regression, Second Edition remains dedicated to the techniques for fitting and choosing models that are linear in their parameters and to understanding and correcting the bias introduced by selecting a model that fits only slightly better than others. The presentation is clear, concise, and belongs on the shelf of anyone researching, using, or teaching subset selecting techniques.\u003c\/li\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54243339632984,"sku":"9780367396220","price":80.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780367396220.jpg?v=1769161527","url":"https:\/\/agendabookshop.com\/products\/subset-selection-in-regression-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}