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文章基本信息

  • 标题:An Introduction to Optimal Design
  • 作者:Heinz Holling ; Rainer Schwabe
  • 期刊名称:Zeitschrift für Psychologie
  • 印刷版ISSN:2190-8370
  • 电子版ISSN:2151-2604
  • 出版年度:2013
  • 卷号:221
  • 期号:3
  • 页码:124-144
  • DOI:10.1027/2151-2604/a000142
  • 语种:English
  • 出版社:Hogrefe Publishing
  • 摘要:In this article we give an elementary introduction to optimal design for some basic statistical models. Research questions coming from a project on dyscalculia are used as illustrative examples throughout this article. First, basic design issues are considered for the t -test and simple regression and then extended to the general linear model. Finally, we will outline optimal designs for nonlinear statistical models. As a simple example, logistic regression with a binary explanatory variable is used. Keywords:  optimal design , t -test , simple regression , general linear model , nonlinear models
  • 关键词:optimal design; t-test; simple regression; general linear model; nonlinear models
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