28
Feb

1
Apr
Uppsala

The Ph. D. course Statistics IV: Generalized Linear Models, 4 hp

The Ph. D. course Statistics IV: Generalized Linear Models, 4 hp, will be given in Uppsala.

Content

The course will cover the following topics:
• Binomial and multinomial logistic regression
• Poisson regression
• Overdispersion and zero-inflation.
• Generalized linear models and generalized linear mixed models.

Prior knowledge

Statistics III: Regression Analysis or equivalent.

Objectives

The objective of the course is to give an overview of generalized linear models. On completion of the course, the student will be able to:
• specify generalized linear models including conditions and assumptions
• select an appropriate linear model for a given problem
• carry out an analysis based on a generalized linear model in the statistical software R or SAS
• interpret and evaluate results correctly and draw reasonable conclusions
• clearly and concisely communicate results and conclusions

 

Facts

Time: 2022-02-28 - 2022-04-01
City: Uppsala
Last signup date: 4 February 2022
Additional info:

Link to application

Course leader: Jesper Rydén

Syllabus



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