P000003, Statistik IV: Generaliserade linjära modeller, 4.0 Hp
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Kursplan

Nivå

Forskarnivå

Betygsskala

Kraven för kursens olika betygsgrader framgår av betygskriterier, som ska finnas tillgängliga senast vid kursstart.

Kursspråk

Engelska

Behörighetskrav

Mål

The objective of the course is to give an overview of generalized linear models with applications in the agricultural sciences and related fields of research. On completion of the course, the student will be able to:

• specify generalized linear models including assumptions

• select an appropriate generalized linear model for a given problem

• use the statistical software R for generalized linear modelling

• interpret and evaluate results correctly and draw reasonable conclusions

• clearly and concisely communicate results and conclusions

Innehåll

The course will cover the following topics:

• binomial and multinomial logistic regression
• count regression (Poisson, negative binomial)
• generalized linear mixed models
• overdispersion and zero-inflation

Examinationsformer

Passed exercises and passed examination in written and/or oral form

Ansvarig institution eller motsvarande

Institutionen för energi och teknik

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