4. Component Models for Fully-Crossed Designs

  1. Pieter M. Kroonenberg

Published Online: 16 JUL 2007

DOI: 10.1002/9780470238004.ch4

Applied Multiway Data Analysis

Applied Multiway Data Analysis

How to Cite

Kroonenberg, P. M. (2008) Component Models for Fully-Crossed Designs, in Applied Multiway Data Analysis, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470238004.ch4

Author Information

  1. Leiden University, Department of Education, The Netherlands

Publication History

  1. Published Online: 16 JUL 2007
  2. Published Print: 11 JAN 2008

ISBN Information

Print ISBN: 9780470164976

Online ISBN: 9780470238004

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Keywords:

  • component models;
  • fully-crossed designs;
  • Tucker models;
  • ParaTuck2 model;
  • core arrays

Summary

This chapter contains sections titled:

  • Introduction

  • Chapter Preview

  • Two-Mode Modeling of Three-Way Data

  • Extending Two-Mode Component Models to Three-Mode Models

  • Tucker Models

  • Parafac Models

  • ParaTuck2 Model

  • Core Arrays

  • Relationships between Component Models

  • Multiway Component Modeling under Constraints

  • Conclusions