A General Methodology for the Analysis of Experiments with Repeated Measurement of Categorical Data

A General Methodology for the Analysis of Experiments with Repeated Measurement of Categorical Data

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...

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Bibliographic Details
Published in:Biometrics Vol. 33; no. 1; pp. 133 - 158
Main Authors: Koch, Gary G., Landis, J. Richard, Freeman, Jean L., Freeman, Daniel H., Lehnen, Robert G.
Format: Journal Article
Language:English
Published: United States Biometric Society 01-03-1977
Subjects:
Analytical estimating
Biometrics
Covariance matrices
Drug design
Drug Evaluation - methods
Estimators
Humans
Mathematical vectors
Matrices
Modeling
Parametric models
Statistics
Statistics as Topic
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Summary: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.
Bibliography:ObjectType-Article-1
SourceType-Scholarly Journals-1
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content type line 23
ISSN:0006-341X
1541-0420
DOI:10.2307/2529309