02641nam 2200505 450 991074609020332120231020211245.03-031-35918-610.1007/978-3-031-35918-7(CKB)28208721700041(DE-He213)978-3-031-35918-7(MiAaPQ)EBC30766907(Au-PeEL)EBL30766907(PPN)272735213(MiAaPQ)EBC30740694(Au-PeEL)EBL30740694(EXLCZ)992820872170004120231020d2023 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierOptimal Experimental Design A Concise Introduction for Researchers /Jesús López-FidalgoFirst edition.Cham, Switzerland :Springer,[2023]©20231 online resource (XVIII, 216 p. 33 illus., 24 illus. in color.) Lecture Notes in Statistics Series ;Volume 2269783031359170 Includes bibliographical references and index.Preface -- Motivating Introduction -- Linear Models -- Nonlinear Models -- Bayesian Optimal Designs -- Hot Topics -- Real Case Examples -- Appendices -- References -- Index.This textbook provides a concise introduction to optimal experimental design and efficiently prepares the reader for research in the area. It presents the common concepts and techniques for linear and nonlinear models as well as Bayesian optimal designs. The last two chapters are devoted to particular themes of interest, including recent developments and hot topics in optimal experimental design, and real-world applications. Numerous examples and exercises are included, some of them with solutions or hints, as well as references to the existing software for computing designs. The book is primarily intended for graduate students and young researchers in statistics and applied mathematics who are new to the field of optimal experimental design. Given the applications and the way concepts and results are introduced, parts of the text will also appeal to engineers and other applied researchers.Lecture notes in statistics (Springer-Verlag) ;Volume 226.Experimental designExperimental design.001.434López-Fidalgo Jesús1428047MiAaPQMiAaPQMiAaPQBOOK9910746090203321Optimal Experimental Design3563131UNINA