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An Example of Simultaneous Multivariate Linear Modelling of Among and Within Subject Variation

Publication ,  Journal Article
Singer, JM; Koch, GG; Stinnett, SS; Warren, DW
Published in: Biometrical Journal
January 1, 1988

An example of simultaneous linear modelling of among and within subject variation through weighted least squares methods is presented as an alternative to standard multivariate analysis of variance techniques. The data pertain to a study of temporal characteristics of some aerodynamic parameters from a speech test used to differentiate groups of individuals with different degrees of palatopharyngeal closure. Both methods are found to yield similar results with respect to the among group comparisons, but the simultaneous strategy enables some further reduction in dimensionality, and thereby extends the description of patterns in the data. Copyright © 1988 WILEY‐VCH Verlag GmbH & Co. KGaA

Duke Scholars

Published In

Biometrical Journal

DOI

EISSN

1521-4036

ISSN

0323-3847

Publication Date

January 1, 1988

Volume

30

Issue

1

Start / End Page

25 / 39

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 0104 Statistics
 

Citation

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Singer, J. M., Koch, G. G., Stinnett, S. S., & Warren, D. W. (1988). An Example of Simultaneous Multivariate Linear Modelling of Among and Within Subject Variation. Biometrical Journal, 30(1), 25–39. https://doi.org/10.1002/bimj.4710300104
Singer, J. M., G. G. Koch, S. S. Stinnett, and D. W. Warren. “An Example of Simultaneous Multivariate Linear Modelling of Among and Within Subject Variation.” Biometrical Journal 30, no. 1 (January 1, 1988): 25–39. https://doi.org/10.1002/bimj.4710300104.
Singer JM, Koch GG, Stinnett SS, Warren DW. An Example of Simultaneous Multivariate Linear Modelling of Among and Within Subject Variation. Biometrical Journal. 1988 Jan 1;30(1):25–39.
Singer, J. M., et al. “An Example of Simultaneous Multivariate Linear Modelling of Among and Within Subject Variation.” Biometrical Journal, vol. 30, no. 1, Jan. 1988, pp. 25–39. Scopus, doi:10.1002/bimj.4710300104.
Singer JM, Koch GG, Stinnett SS, Warren DW. An Example of Simultaneous Multivariate Linear Modelling of Among and Within Subject Variation. Biometrical Journal. 1988 Jan 1;30(1):25–39.
Journal cover image

Published In

Biometrical Journal

DOI

EISSN

1521-4036

ISSN

0323-3847

Publication Date

January 1, 1988

Volume

30

Issue

1

Start / End Page

25 / 39

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 0104 Statistics