Lectures on Advanced Topics in Categorical Data Analysis

1. Introduction.- 2. Undirected graphical models.- 3. Directed graphical models.- 4. Marginal models: definition.- 5. Marginal log-linear models: applications.- ?6. Path models.- 7. Relational models: definition and interpretation.- 8. Relational models as exponential families.- 9. Relational models: estimation and testing.- 10. Model testing.- 11. The mixture index of fit.

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• Pesquisa e estatística social
• Probabilidade e Estatística

categorical data;chain graph model;coordinate-free analysis;graphical model;marginal model;missing data;relational model