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Growth Curve Models With Statistical Diagnostics

by Kai Tai Fang

  • ISBN: 9780387950532
  • ISBN10: 0387950532

Growth Curve Models With Statistical Diagnostics

by Kai Tai Fang

  • Binding: Hardcover
  • Publisher: Springer Verlag
  • Publish date: 09/01/2002
  • ISBN: 9780387950532
  • ISBN10: 0387950532
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Description: Growth-curve models are generalized multivariate analysis-of-variance models. The basic idea of the models is to use different polynomials to fit different treatment groups involved in the longitudinal study. It is not uncommon, however, to find outliers and influential observations in growth data that heavily affect statistical inference in growth curve models. This book provides a comprehensive introduction to the theory of growth curve models with an emphasis on statistical diagnostics.
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