Generalised Linear Models

7.5 credits

Course, Master's level, 2ST075

Autumn 2024 Autumn 2024, Uppsala, 50%, On-campus, English

About the course

Generalised linear model (GLM) is a broad class of statistical models that includes many commonly used models (e.g., linear regression and logistic regression) as special cases. In this course, we will make an overview of GLMs. Special attention is paid to models for binary, multinomial, ordinal, count, and proportion data. We will also extend GLMs to nonlinear models and models for dependent data. Real data sets will be analysed using GLMs and the related models.

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