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PNS0179

Statistik II: Försöksplanering och Variansanalys

The course will cover the following topics:

• Analysis of experiments with one or more fixed and random factors, randomized block designs, crossed and nested factors.

• Multiple comparisons.

• Analysis of residuals.

• Non-parametric ANOVA, Kruskal–Wallis’ and Friedman’s tests.

• Mixed-effects models

Kursplan

PNS0179 Statistik II: Försöksplanering och Variansanalys, 4,0 Hp

Ämnen

Matematisk statistik

Utbildningens nivå

Forskarnivå

Språk

Engelska

Förkunskapskrav

Statistics I: Basic Statistics or equivalent

Mål

The objective of the course is to give an overview of the basic principles behind design and analysis of factorial experiments. On completion of the course, the student will be able to:

• describe basic principles in experimental design and specify analysis of variance (ANOVA) models including conditions and assumptions

• select an appropriate ANOVA model for a given experimental design

• carry out ANOVA using the statistical software R or SAS

• interpret and evaluate results correctly and draw reasonable conclusions

• clearly and concisely communicate results and conclusions

Innehåll

The course will cover the following topics:

• Analysis of experiments with one or more fixed and random factors, randomized block designs, crossed and nested factors.

• Multiple comparisons.

• Analysis of residuals.

• Non-parametric ANOVA, Kruskal–Wallis’ and Friedman’s tests.

• Mixed-effects models

Examinationsformer och fordringar för godkänd kurs

Requirements for examination:

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

Ansvarig institution/motsvarande

Institutionen för Energi och teknik

Kursfakta

Ämne: Matematisk statistik
Kurskod: PNS0179 Plats: Uppsala Distanskurs: Nej Undervisningsspråk: Engelska Ansvarig avdelning: Institutionen för Energi och teknik Studietakt: 55%