COURSE SYLLABUS
Mathematical Statistics, 6 credits
Matematisk statistik, 6 högskolepoäng
Course Syllabus for students Spring 2017
Course Code: | TMSG14 |
Confirmed by: | Dean Apr 10, 2013 |
Revised by: | Director of Education Apr 5, 2016 |
Valid From: | Jan 1, 2017 |
Version: | 4 |
Reg number: | JTH 2016/1444-313 |
Education Cycle: | First-cycle level |
Disciplinary domain: | Natural sciences
|
Subject group: | MA1
|
Specialised in: | G1N
|
Intended Learning Outcomes (ILO)
On completion of the course, the student should
Knowledge and understanding
- displaying knowledge of different methods used for statistically describing a data set
- being familiar with the terms correlation and correlation coefficient
Skills and abilities
- demonstrate comprehension of random variability in different situations
- demonstrating skills of doing basic probability calculations involving both continuous as well as discrete random variables
- demonstrating ability to compute different estimates of unknown parameters from a given data set
- demonstrating ability to perform and evaluate a relevant hypothesis test
Contents
The course focus on the basic proability theory and relevant statistical inference methods that are used when analyzing a data set. Random variability is a fundamental concept.
The course includes the following topics:
- Basic probability theory
- Random variables
- Discrete and continuous distributions, especially the normal distribution
- Central limit theorem with applications
- Descriptive statistics
- Point estimates and interval estimates
- Hypothesis testing
Type of instruction
Lectures and seminars.
The teaching is conducted in English.
Prerequisites
General entry requirements and Mathematics D or Mathematics 3c, alternatively completed course Basic Mathematics and Chemistry, 6 credits (or the equivalent).
Examination and grades
The course is graded 5,4,3 or Fail.
Registration of examination:
Name of the Test | Value | Grading |
---|
Examination | 6 credits | 5/4/3/U |
Course literature
Literature
The literature is preliminary until one month before the course starts.
Title: Probability and Statistics for Engineers and Scientistis
Author: Walpole, Myers, Ye
Publisher: Pearson
ISBN: 9781292161365