Analyzing Sequential Categorical Data on Dyadic Interaction: A Comment on Gottman

@article{Allison1982AnalyzingSC,
  title={Analyzing Sequential Categorical Data on Dyadic Interaction: A Comment on Gottman},
  author={P. Allison and J. Liker},
  journal={Psychological Bulletin},
  year={1982},
  volume={91},
  pages={393-403}
}
Department of Human Developmentand Family Studies, Cornell UniversityRecent theoretical developments emphasize that social interactions are dynamicand reciprocal, and this has led to widespread use of time-series data on behaviorin two-person systems. In principle, such data allow one to separate the influencesof two actors on each other, Statistical methods currently being used, however,are deficient in several respects. In this article, we show that a statistic proposedby Sackett and later… Expand

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References

SHOWING 1-10 OF 38 REFERENCES
Detecting cyclicity in social interaction.
This article reviews spectral and cross-spectral analytic methods for detecting cyclicity, cross-cyclicity, and lead-lag relationships in continuous data derived from the observation of dyadicExpand
The Analysis of Dominance and Bidirectionality in Social Development.
GOTTMAN, JoHN M., and RINGLAND, JAMES T. The Analysis of Dominance and Bidirectionality in Social Development. CHILD DEVELOPMENT, 1981, 52, 393-412. This paper is a reexamination of 2 concepts thatExpand
The analysis of multidimensional contingency tables when some variables are posterior to others: a modified path analysis approach
S-UMMARY Models and methods for analyzing the relations among a set of polytomous variables, when some of the variables are posterior to others, are presented. The techniques proposed here yieldExpand
The Multivariate Analysis of Qualitative Data: Interactions among Multiple Classifications
Abstract For the m-way contingency table, we discuss both the direct estimation of the multiplicative interactions among the m variables, and the indirect testing of hypotheses pertaining to theseExpand
Some Methods for Strengthening the Common χ 2 Tests
Since the x2 tests of goodness of fit and of association in contingency tables are presented in many courses on statistical methods for beginners in the subject, it is not surprising that x2 hasExpand
How Destination Depends on Origin in the Occupational Mobility Table
A reanalysis of the expanded version of the 1949 British cross-classification table of respondent's occupation by father's occupation features two models that emphasize the "achievement" rather thanExpand
Statistical aspects of the analysis of data from retrospective studies of disease.
The role and limitations of retrospective investigations of factors possibly associated with the occurrence of a disease are discussed and their relationship to forward-type studies emphasized.Expand
The analysis of cross-classified categorical data
The second edition has been updated and revised, with more emphasis on logic and logistic response properties and on the small-sample behavior of chi-square statistics. It includes 40 to 50 newExpand
Handbook of infant development
Visual and Auditory Development in Infancy Learning and Memory in Infancy Language and Communications in Infancy Cognitive Development: The Relevance of Piaget's Infancy Books PsychophysiologicalExpand
Marital Interaction: Experimental Investigations
Book file PDF easily for everyone and every device. You can download and read online Marital Interaction. Experimental Investigations file PDF Book only if you are registered here. And also you canExpand
...
1
2
3
4
...