{"product_id":"model-selection-and-model-averaging-9780521852258","title":"Model Selection and Model Averaging","description":"Choosing a model is central to all statistical work with data. We have seen rapid advances in model fitting and in the theoretical understanding of model selection, yet this book is the first to synthesize research and practice from this active field. Model choice criteria are explained, discussed and compared, including the AIC, BIC, DIC and FIC. The uncertainties involved with model selection are tackled with discussions of frequent and Bayesian methods; model averaging schemes are presented. Real-data examples are complemented by derivations providing deeper insight into the methodology, and instructive exercises build familiarity with the methods. The companion website features Data sets and R-code.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gerda Claeskens, Nils Lid Hjort\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/28\/2008\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 332\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.10h x 6.90w x 1.00d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9780521852258\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eScitech Book News\u003c\/i\u003e 12\/01\/2008 pg. 37\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eClaeskens, Gerda:\u003c\/i\u003e\u003c\/b\u003e - Gerda Claeskens is Professor in the OR and Business Statistics and Leuven Statistics Research Center at the Catholic University of Leuven, Belgium.\u003cb\u003e\u003ci\u003eHjort, Nils Lid:\u003c\/i\u003e\u003c\/b\u003e - Nils Lid Hjort is Professor of Mathematical Statistics in the Department of Mathematics at the University of Oslo.\u003c\/p\u003e","brand":"Cambridge University Press","offers":[{"title":"Hardcover","offer_id":40767186370675,"sku":"9.78E+12","price":142.72,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/products\/img_7c592bb0-e351-43b3-98ff-abad1ea91845.jpg?v=1679580115","url":"https:\/\/bookstorenmore.com\/products\/model-selection-and-model-averaging-9780521852258","provider":"Bookstore N More","version":"1.0","type":"link"}