{"product_id":"design-of-experiments-in-nonlinear-luc-pronzato-9781461463627","title":"Design of Experiments in Nonlinear Models: Asymptotic Normality, Optimality Criteria and Small-Sample Properties","description":"Introduction.- Asymptotic designs and uniform convergence. \u003cb\u003eAsymptotic properties of the LS estimator.- \u003c\/b\u003e\u003cb\u003eAsymptotic properties of M, ML and maximum a posteriori estimators.- \u003c\/b\u003e\u003cb\u003eLocal optimality criteria based on asymptotic normality.- \u003c\/b\u003e\u003cb\u003eCriteria based on the small-sample precision of the LS estimator.- \u003c\/b\u003e\u003cb\u003eIdentifiability, estimability and extended optimality criteria.- \u003c\/b\u003e\u003cb\u003eNonlocal optimum design.- \u003c\/b\u003e\u003cb\u003eAlgorithms-a survey.- \u003c\/b\u003e\u003cb\u003eSubdifferentials and subgradients.- \u003c\/b\u003e\u003cb\u003eComputation of derivatives through sensitivity functions.- \u003c\/b\u003e\u003cb\u003eProofs.- \u003c\/b\u003e\u003cb\u003eSymbols and notation.- \u003c\/b\u003e\u003cb\u003eList of labeled assumptions.- \u003c\/b\u003e\u003cb\u003eReferences.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Luc Pronzato, Andrej P痙man\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1461463629\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781461463627\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/10\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 399\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.25lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.10w x 0.90d","brand":"Luc Pronzato","offers":[{"title":"Paperback","offer_id":43936028786943,"sku":"9781461463627","price":139.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_73e5d558-e255-4a26-95bf-77c1a2e11320.jpg?v=1681423198","url":"https:\/\/www.whiterainbookhouse.com\/products\/design-of-experiments-in-nonlinear-luc-pronzato-9781461463627","provider":"WR Book House","version":"1.0","type":"link"}