Optimal Experimental Design
A Concise Introduction for Researchers
Buch in deiner Nähe kaufen
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.
Introduces the reader efficiently to the theory and practice of optimal experimental design Presents a concise account of the core subject matter with numerous examples and exercises Benefits graduate students and young researchers new to optimal experimental design
Autor*in
Jesús López-Fidalgo
Themen in »Optimal Experimental Design«
Optimal Experimental Design Optimal Design of Experiments Optimal Design for Linear Models Optimal Design for Nonlinear Models Bayesian Optimal Designs Applications of Optimal Experimental Design Experimental Design Analysis of Experimental Data Statistical Modeling