Latest news

 
The date to hand in the 3rd lab has changed to Dec 13th.

There will be no lecture Dec 3rd.

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

Syllabus

Course Plan

Lectures

Week

Chapter

Contents

Material

44

1:1-7, 9, 11, 12:1-4

Basics, Simple linear model, Diagnostics

Lecture 1, Demo 1

The television data

Lecture 2, Demo 2

45

2, 3, 4, (6), 11, 12, 13.1

Diagnostics and testing,

Multiple regression.

Lecture 3, Demo 3

Lecture 4, Demo 4

Lectures 5 and 6 , Demo 5-6 , The African Heart disease data

Lab 1 Due Nov 8

46

7

Model selection,

Cross-validation

Lectures 5 and 6 , Demo 5-6

Lecture 7, Demo 7, Cars data

Lecture 8, Demo 8

Lab 2 Due Nov 22

The Nobel Laureates data

47

7, 8

Model selection,

Cp, BIC, AIC,

Polynomial regression, logistic regression, ANOVA.

Lecture 9, Demo 9

Lecture 10, Demo 10

Lecture 11, Demo 11

The Anorexia data

48

8, 10, 12, 15

Generalized linear models

Lecture 11, Demo 11

Lecture 12, Demo 12

Lab 3 Due Dec 13

The baby birthweight data

49

13

Bootstrap,

CART

Lecture 13, Demo 13

Lecture 14, Demo 14, Demo14(2), whichVars, The wine data

50

 

Regularized regression,

Old exams

Lecture 15, Demo 15

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 29th. Hand in report Jan 5th.

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 re-examination:
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

2011-04-26

2011-12-15

2012-12-15

2013-08-23

2013-12-19, solutions

Some other (half) exam with solutions