Порівняння методів

	Goodman Association Model	Sequence Analysis
Галузь	Sociology	Sociology
Родина	Regression model	Process / pipeline
Рік появи	1979	1980s–2000 (sociological consolidation)
Автор методу	Leo A. Goodman	Andrew Abbott (introduced to sociology)
Тип	Log-multiplicative model for association in ordered contingency tables	Holistic analysis of categorical state sequences over time
Основоположне джерело	Goodman, L. A. (1979). Simple models for the analysis of association in cross-classifications having ordered categories. Journal of the American Statistical Association, 74(367), 537–552.	Abbott, A., & Tsay, A. (2000). Sequence analysis and optimal matching methods in sociology: review and prospect. Sociological Methods & Research, 29(1), 3–33.
Інші назви	RC association model, row-column association model, log-multiplicative model, RC(M) model	social sequence analysis, life-course sequence analysis, categorical sequence analysis, trajectory analysis
Пов'язані	5	5
Підсумок	Goodman's association models, especially the row-column (RC) model, analyze the association in a two-way contingency table by representing it as a product of estimated scores for the row categories and scores for the column categories, scaled by an intrinsic association parameter. Introduced by Leo Goodman in 1979, they are log-multiplicative rather than purely log-linear, allowing ordered categories to be assigned data-driven scores and the strength of association to be summarized in a single, interpretable coefficient.	Sequence analysis is a holistic method for studying ordered categorical trajectories — such as month-by-month employment states, family life-course events, or daily activity patterns — by treating each individual's whole sequence as a unit, measuring how dissimilar pairs of sequences are, and grouping them into a typology of characteristic pathways. Introduced to sociology by Andrew Abbott, it shifts attention from isolated transitions to the shape of entire life courses.