A general methodology for the analysis of experiments with repeated measurement of categorical data

G. G. Koch, J. R. Landis, J. L. Freeman, D. H. Freeman, R. C. Lehnen

Research output: Contribution to journalArticle

400 Citations (Scopus)

Abstract

This paper is concerned with the analysis of multivariate categorical data which are obtained from repeated measurement experiments. An expository discussion of pertinent hypotheses for such situations is given, and appropriate test statistics are developed through the application of weighted least squares methods. Special consideration is given to computational problems associated with the manipulation of large tables including the treatment of empty cells. Three applications of the methodology are provided.

Original languageEnglish (US)
Pages (from-to)133-158
Number of pages26
JournalBiometrics
Volume33
Issue number1
StatePublished - 1977
Externally publishedYes

Fingerprint

Repeated Measurements
Nominal or categorical data
Least-Squares Analysis
multivariate analysis
least squares
Multivariate Analysis
statistics
Methodology
Weighted Least Squares
Multivariate Data
Least Square Method
Test Statistic
Experiment
Tables
Manipulation
Experiments
Cells
testing
Statistics
cells

ASJC Scopus subject areas

  • Agricultural and Biological Sciences(all)
  • Public Health, Environmental and Occupational Health
  • Agricultural and Biological Sciences (miscellaneous)
  • Applied Mathematics
  • Statistics and Probability

Cite this

Koch, G. G., Landis, J. R., Freeman, J. L., Freeman, D. H., & Lehnen, R. C. (1977). A general methodology for the analysis of experiments with repeated measurement of categorical data. Biometrics, 33(1), 133-158.

A general methodology for the analysis of experiments with repeated measurement of categorical data. / Koch, G. G.; Landis, J. R.; Freeman, J. L.; Freeman, D. H.; Lehnen, R. C.

In: Biometrics, Vol. 33, No. 1, 1977, p. 133-158.

Research output: Contribution to journalArticle

Koch, GG, Landis, JR, Freeman, JL, Freeman, DH & Lehnen, RC 1977, 'A general methodology for the analysis of experiments with repeated measurement of categorical data', Biometrics, vol. 33, no. 1, pp. 133-158.
Koch GG, Landis JR, Freeman JL, Freeman DH, Lehnen RC. A general methodology for the analysis of experiments with repeated measurement of categorical data. Biometrics. 1977;33(1):133-158.
Koch, G. G. ; Landis, J. R. ; Freeman, J. L. ; Freeman, D. H. ; Lehnen, R. C. / A general methodology for the analysis of experiments with repeated measurement of categorical data. In: Biometrics. 1977 ; Vol. 33, No. 1. pp. 133-158.
@article{2bcb600480ed4b90a889b4196e9b558a,
title = "A general methodology for the analysis of experiments with repeated measurement of categorical data",
abstract = "This paper is concerned with the analysis of multivariate categorical data which are obtained from repeated measurement experiments. An expository discussion of pertinent hypotheses for such situations is given, and appropriate test statistics are developed through the application of weighted least squares methods. Special consideration is given to computational problems associated with the manipulation of large tables including the treatment of empty cells. Three applications of the methodology are provided.",
author = "Koch, {G. G.} and Landis, {J. R.} and Freeman, {J. L.} and Freeman, {D. H.} and Lehnen, {R. C.}",
year = "1977",
language = "English (US)",
volume = "33",
pages = "133--158",
journal = "Biometrics",
issn = "0006-341X",
publisher = "Wiley-Blackwell",
number = "1",

}

TY - JOUR

T1 - A general methodology for the analysis of experiments with repeated measurement of categorical data

AU - Koch, G. G.

AU - Landis, J. R.

AU - Freeman, J. L.

AU - Freeman, D. H.

AU - Lehnen, R. C.

PY - 1977

Y1 - 1977

N2 - This paper is concerned with the analysis of multivariate categorical data which are obtained from repeated measurement experiments. An expository discussion of pertinent hypotheses for such situations is given, and appropriate test statistics are developed through the application of weighted least squares methods. Special consideration is given to computational problems associated with the manipulation of large tables including the treatment of empty cells. Three applications of the methodology are provided.

AB - This paper is concerned with the analysis of multivariate categorical data which are obtained from repeated measurement experiments. An expository discussion of pertinent hypotheses for such situations is given, and appropriate test statistics are developed through the application of weighted least squares methods. Special consideration is given to computational problems associated with the manipulation of large tables including the treatment of empty cells. Three applications of the methodology are provided.

UR - http://www.scopus.com/inward/record.url?scp=0017324889&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0017324889&partnerID=8YFLogxK

M3 - Article

VL - 33

SP - 133

EP - 158

JO - Biometrics

JF - Biometrics

SN - 0006-341X

IS - 1

ER -