SURV699J

Special Topics in Survey Methodology; General Linear Models (G.L.M)

Prerequisite: A sound understanding of the linear regression models (OL S), knowledge in linear algebra and calculus is useful. The main focus lies on the introduction to statistical models and estim ators beyond linear regression useful to a social and economic scientis ts. The first two units are dedicated to an introduction to a maximum likelihood estimation while the rest of the units will discuss generali zed linear models (GLS) for binary choice decisions (Logit, Probit), or dinal dependent variables, and count data (Poisson, Negative Binomial).

Sister Courses: SURV699, SURV699A, SURV699C, SURV699E, SURV699F, SURV699I, SURV699L, SURV699M, SURV699N, SURV699Q, SURV699R, SURV699S, SURV699U, SURV699X, SURV699Y

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