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Handbook of Design and Analysis of Experiments (2015) - Angela Dean [Dr Soc]

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Description

 							
  Handbook of
Design and Analysis of Experiments (2015)
  
  Author: Angela Dean, Max Morris, John
Stufken, Derek Bingham
  Series: Chapman & Hall/CRC Handbooks of Modern Statistical Methods
 
Hardcover: 960 pages
  Publisher: Chapman and Hall/CRC; 1 edition (June 26, 2015)
 
Language: English
  ISBN-10: 1466504331
  ISBN-13: 978-1466504332
  Format:
PDF
  
  
  
  Summary:
 
Handbook of Design and Analysis of Experiments provides a detailed overview of the tools required for the optimal
design of experiments and their analyses. The handbook gives a unified treatment of a wide range of topics, covering the
latest developments.
  
  This carefully edited collection of 25 chapters in seven sections synthesizes the
state of the art in the theory and applications of designed experiments and their analyses. Written by leading
researchers in the field, the chapters offer a balanced blend of methodology and applications.
  
  The first
section presents a historical look at experimental design and the fundamental theory of parameter estimation in linear
models. The second section deals with settings such as response surfaces and block designs in which the response is
modeled by a linear model, the third section covers designs with multiple factors (both treatment and blocking factors),
and the fourth section presents optimal designs for generalized linear models, other nonlinear models, and spatial
models. The fifth section addresses issues involved in designing various computer experiments. The sixth section
explores "cross-cutting" issues relevant to all experimental designs, including robustness and algorithms. The final
section illustrates the application of experimental design in recently developed areas.
  
  This
comprehensive handbook equips new researchers with a broad understanding of the field’s numerous techniques and
applications. The book is also a valuable reference for more experienced research statisticians working in engineering
and manufacturing, the basic sciences, and any discipline that depends on controlled experimental investigation.
  
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