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Welcome to the course.
The schedule for the course can be found via the link to webTimeEdit
top of the page.
Teachers
Course coordinator: José
Sánchez
Course litterature
J.O. Rawlings, S.G. Pantula, D.A. Dickey. Applied
Regression Analysis.
Lecture notes.
You
will use the statistical package R
for the lab and project work.
Programme
Lectures
Week 
Chapter 
Contents 
Material 
45 
1:17,
9, 11, 12:14 
Basics, Simple linear model, Diagnostics 

46 
2, 3, 4, (6), 11, 12, 13.1 
Diagnostics and testing, Multiple
regression 

47 
7 
Model selection, Crossvalidation 

48 
7, 8 
Model selection, Cp, BIC, AIC, Polynomial regression, logistic regression,
ANOVA. 

49 
8, 10, 12,
15 
Generalized linear models 

50 
13 
Bootstrap, CART, Regularized
regression 

51 

Old exams 16/12 No lectures 18/1219/12 

2 

Questions session 08/01 

3 

Exam 

Computer labs
Course requirements
MSG100 and MSG200 or similar (basic courses in probability theory and
statistical inference)
Assignments
Project: Proposal due to Dec 12^{th}. Hand in
report Jan 9^{th}.
Examination
Labs 10%, Project 30%, Final 60%
Examination procedures
In Chalmers Student Portal you can read about when
exams are given and what rules apply on exams at Chalmers.
At the link Scedule you can find when exams
are given for courses at University of Gothenburg.
At the exam, you should be able to show valid identification.
Before the exam, it is important that you report that you want to take the
examination. If you study at Chalmers, you will do this by the Chalmers Student Portal, and if you study at
University of Gothenburg, so sign up via GU's Student Portal.
You can see your results in Ladok by logging on to
the Student portal.
At the annual examination:
When it is practical a separate review is arranged. The date of the review will
be announced here on the course website. Anyone who can not
participate in the review may thereafter retrieve and review their exam on
Mathematical sciences study expedition, Monday through Friday, from 9:00 to
13:00. Check that you have the right grades and score. Any complaints about the
marking must be submitted in writing at the office, where there is a form to
fill out.
At reexamination:
Exams are reviewed and picked up at the Mathematical sciences study expedition,
Monday through Friday, from 9:00 to 13:00. Any complaints about the marking
must be submitted in writing at the office, where there is a form to fill out.
Old exams