Analyzing Sequential Categorical Data on Dyadic Interaction

Recently there has been a change in focus from the study of one organism over time to the study of the social interaction between organisms. This change in focus has brought with it a renewed interest in what is generally referred to as sequential analysis (Altman 1965; Blurton-Jones, 1972; Gottman 1980a, 1980b; Gottman & Ringland, 1981; Wilson, 1975). In investigating the influences among interacting organisms, the influence that one organism has on the other members of the interacting system is typically recorded as a sequence of events in which each data entry corresponds to a behavioral state emitted by one or more of the organisms. The data, therefore, are in categorical form and frequently the simple observed frequencies of each behavioral state are used as descriptors of the various populations, for example, distressed and nondistressed marital partners (Gottman, 1979; Margolin & Wampold, 1981).

[1]  J. Berkson Application of the Logistic Function to Bio-Assay , 1944 .

[2]  T. W. Anderson,et al.  Statistical Inference about Markov Chains , 1957 .

[3]  W. Haenszel,et al.  Statistical aspects of the analysis of data from retrospective studies of disease. , 1959, Journal of the National Cancer Institute.

[4]  Patrick Billingsley,et al.  Statistical inference for Markov processes , 1961 .

[5]  M. Kendall,et al.  The advanced theory of statistics , 1945 .

[6]  S. Altmann,et al.  Sociobiology of rhesus monkeys. II. Stochastics of social communication. , 1965, Journal of theoretical biology.

[7]  G. Koch,et al.  Analysis of categorical data by linear models. , 1969, Biometrics.

[8]  Andrew Whinston,et al.  An Algorithm for the Quadratic Assignment Problem , 1970 .

[9]  E. Mishler,et al.  Interaction in families : an experimental study of family processes and schizophrenia , 1970 .

[10]  J. Davis,et al.  Elementary Survey Analysis , 1972 .

[11]  Nicholas Blurton Jones,et al.  Ethological studies of child behaviour , 1972 .

[12]  Leo A. Goodman,et al.  The analysis of multidimensional contingency tables when some variables are posterior to others: a modified path analysis approach , 1973 .

[13]  S. James Press,et al.  Univariate and Multivariate Log-Linear and Logistic Models , 1973 .

[14]  L. Hubert,et al.  Quadratic assignment as a general data analysis strategy. , 1976 .

[15]  E. Wilson,et al.  Sociobiology. The New Synthesis , 1975 .

[16]  P. Holland,et al.  Discrete Multivariate Analysis. , 1976 .

[17]  E. Hanushek Statistical methods for social scientists , 1977 .

[18]  L. Harper,et al.  Child Effects on Adults , 1977 .

[19]  Jim Schenkein Studies in the organization of conversational interaction , 1978 .

[20]  Stephen E. Fienberg,et al.  The analysis of cross-classified categorical data , 1980 .

[21]  J. Gottman Detecting cyclicity in social interaction. , 1979 .

[22]  H. Kraemer,et al.  Statistical analysis of dyadic social behavior. , 1979 .

[23]  O. D. Duncan How Destination Depends on Origin in the Occupational Mobility Table , 1979, American Journal of Sociology.

[24]  Marital Interaction: Experimental Investigations , 1980 .

[25]  B. Wampold,et al.  Nonparametric strategies to test the independence of behavioral states in sequential data. , 1982 .

[26]  P. Allison,et al.  Analyzing Sequential Categorical Data on Dyadic Interaction: A Comment on Gottman , 1982 .

[27]  W. R. Dillon,et al.  Analyzing sequential categorical data on dyadic interaction: A latent structure approach , 1983 .

[28]  B. Wampold Tests of dominance in sequential categorical data , 1984 .

[29]  J. Heckman,et al.  A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data , 1984 .

[30]  D. Budescu Tests of lagged dominance in sequential dyadic interaction , 1984 .

[31]  J. Heckman,et al.  The Identifiability of the Proportional Hazard Model , 1984 .

[32]  William R. Dillon,et al.  A Probabilistic Model For Testing Hypothesized Hierarchical Market Structures , 1985 .

[33]  Roger Bakeman,et al.  Observing Interaction: An Introduction to Sequential Analysis , 1986 .

[34]  M. Woodbury,et al.  Chronic disease evolution and human aging: A general model for assessing the impact of chronic disease in human populations , 1986 .

[35]  A. Yashin,et al.  Applications of the grade of membership technique to event history analysis: extensions to multivariate unobserved heterogeneity. , 1986 .

[36]  K G Manton,et al.  Alternative models for the heterogeneity of mortality risks among the aged. , 1986, Journal of the American Statistical Association.