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Cover: 9783031359170 | Optimal Experimental Design | A Concise Introduction for Researchers
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Optimal Experimental Design
A Concise Introduction for Researchers
Taschenbuch von Jesús López-Fidalgo
Sprache: Englisch

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Beschreibung
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.
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.
Inhaltsverzeichnis
Preface.- Motivating Introduction.- Linear Models.- Nonlinear Models.- Bayesian Optimal Designs.- Hot Topics.- Real Case Examples.- Appendices.- References.- Index.
Details
Erscheinungsjahr: 2023
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Lecture Notes in Statistics
Inhalt: xviii
216 S.
9 s/w Illustr.
24 farbige Illustr.
216 p. 33 illus.
24 illus. in color.
ISBN-13: 9783031359170
ISBN-10: 3031359178
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: López-Fidalgo, Jesús
Auflage: 1st ed. 2023
Hersteller: Springer Nature Switzerland
Springer International Publishing AG
Lecture Notes in Statistics
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 235 x 155 x 13 mm
Von/Mit: Jesús López-Fidalgo
Erscheinungsdatum: 13.09.2023
Gewicht: 0,365 kg
Artikel-ID: 126937369
Inhaltsverzeichnis
Preface.- Motivating Introduction.- Linear Models.- Nonlinear Models.- Bayesian Optimal Designs.- Hot Topics.- Real Case Examples.- Appendices.- References.- Index.
Details
Erscheinungsjahr: 2023
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Lecture Notes in Statistics
Inhalt: xviii
216 S.
9 s/w Illustr.
24 farbige Illustr.
216 p. 33 illus.
24 illus. in color.
ISBN-13: 9783031359170
ISBN-10: 3031359178
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: López-Fidalgo, Jesús
Auflage: 1st ed. 2023
Hersteller: Springer Nature Switzerland
Springer International Publishing AG
Lecture Notes in Statistics
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 235 x 155 x 13 mm
Von/Mit: Jesús López-Fidalgo
Erscheinungsdatum: 13.09.2023
Gewicht: 0,365 kg
Artikel-ID: 126937369
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