Latest news
The date to hand in the 3^{rd} lab has changed to Dec 13^{th}.
There will be no lecture
Dec 3^{rd}.
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
Course Plan
Lectures
Week 
Chapter 
Contents 
Material 
44 
1:17, 9, 11, 12:14 
Basics, Simple linear model,
Diagnostics 

45 
2, 3, 4, (6), 11, 12, 13.1 
Diagnostics and testing, Multiple regression. 
Lectures
5 and 6 , Demo 56 , The
African Heart disease data Lab 1 Due
Nov 8 
46 
7 
Model selection, Crossvalidation 
Lab 2 Due
Nov 22 
47 
7, 8 
Model selection, Cp, BIC, AIC, Polynomial regression, logistic
regression, ANOVA. 

48 
8, 10, 12, 15 
Generalized linear models 
Lab 3 Due
Dec 13 
49 
13 
Bootstrap, CART 

50 

Regularized regression, Old exams 

51 

Exam 

Computer labs
Lab 1 (Nov 8)
Lab 2 (Nov 22)
Lab 3 (Dec 13)
Course requirements
MSG100 and MSG200 or
similar (basic courses in probability theory and statistical inference)
Assignments
Project: Proposal due to
Nov 29^{th}. Hand in report Jan 5^{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 Schedule 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 cannot 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