Statistik III: Regressionsanalys
The course will cover the following topics:
• Simple linear regression.
• Multiple linear regression.
• Nonlinear models.
• Nonparametric regression and generalized additive models (GAM).
• Analysis of residuals.
Kursplan och övrig information
Kursplan
PFG0069 Statistik III: Regressionsanalys, 4,0 Hp
Ämnen
Matematisk statistikUtbildningens nivå
ForskarnivåSpråk
EngelskaFörkunskapskrav
Statistics I: Basic Statistics or equivalentMål
The objective of the course is to give an overview of linear, nonlinear and nonparametric regression. On completion of the course, the student will be able to:
• specify regression models including conditions and assumptions
• select an appropriate regression model for a given problem
• carry out a regression analysis in the statistical software R
• interpret and evaluate results correctly and draw reasonable conclusions
• clearly and concisely communicate results and conclusion
Innehåll
The course will cover the following topics:
• Simple linear regression.
• Multiple linear regression.
• Nonlinear models.
• Nonparametric regression and generalized additive models (GAM).
• Analysis of residuals.
Examinationsformer och fordringar för godkänd kurs
Passed exercises and passed examination in written and/or oral form.Ansvarig institution/motsvarande
Institutionen för skoglig resurshushållning