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Teachers

Course coordinator: Rebecka Jornsten

Office Hours: Thur 15-16.30 in MVH3029.

Office Hours: Thur 15-16.30 in MVH3029.

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

Preliminary Course Outline

Week | Chapter |
Topic |
---|---|---|

45 |
1:1-7,9, 11, 12:1-4 |
Basics, Simple linear model, Diagnostics, Matrix formulation |

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

47 |
9+notes |
ANOVA,ANCOVA, Model selection |

48 |
7,13+notes |
Model selection |

49 |
notes, 7 |
Bootstrap, Cross-validation |

50 |
13+notes |
Regularized regression |

51 |
8,10,12,15 |
WLS, NLM, GLM In-class presentations, Old Exams |

Lecture notes, Labs and MiniAnalyses

Assignments

Labs and MiniAnalysis 10% (mandatory!), Project 30% and Final 60%

Examination

Written final + Final Project

Old Exams

I will post old exams here and we will spend the last week of classes going through them.

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 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.

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 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.