| TAMS08 | Statistics, first course, 4,5 ECTS credits. /Statistisk teori, grk/ |
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Area of Education: Subject area: |
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| Advancement level
(A-D): C
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| Aim: The course is intended to teach the students how to use statistical theory and to analyse and interpret data from random experiments. |
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| Prerequisites: (valid for students admitted to programmes within which the course is offered) Calculus, matrix algebra and a first course in probability theory. Note: Admission requirements for non-programme students usually also include admission requirements for the programme and threshhold requirements for progression within the programme, or corresponding. |
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| Supplementary courses: TAMS75 Statistics, Second Course TAMS50 Applied Probability Models TSEA69 Image Processing TSIT64 Signal Theory TSRT35 Control Theory TMQU17 Total Quality Control |
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| Organisation: Teaching is performed in groups and consists of lessons dealing with theory and exercises. Obligatory computer exercises are included in the course. |
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| Course contents: Point estimation according to the methods of moments, maximum likelihood and least squares. Chi-square, t- and F-distributions. Confidence intervals. Hypothesis testing. Chi-square tests. Random vectors. Multivariate normal distribution. Multiple linear regression. Descriptive statistics. |
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| Course literature: Please contact the department of mathematical statistics for information. |
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| Examination: | |||
| Written examination Laboratory work |
2,5 p 0,5 p |
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Course language is swedish. Department offering the course: MAI. Director of Studies: Eva Enqvist Examiner: Torbjörn Linhardt Link to the course homepage at the department Course Syllabus in Swedish |
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