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Probability and Statistics, 6 credits
Sannolikhetslära och statistik, 6 hp
TDAB01
Main field of study
Mathematics Applied MathematicsCourse level
First cycleCourse type
Programme courseExaminer
Mattias VillaniDirector of studies or equivalent
Ann-Charlotte HallbergEducation components
Preliminary scheduled hours: 0 hRecommended self-study hours: 160 h
ECV = Elective / Compulsory / Voluntary
| Course offered for | Semester | Period | Timetable module | Language | Campus | ECV | |
|---|---|---|---|---|---|---|---|
| 6CMJU | Computer Science and Software Engineering, M Sc in Engineering | 5 (Autumn 2017) | 1 | 1 | Swedish | Linköping, Valla | C |
Main field of study
Mathematics, Applied MathematicsCourse level
First cycleAdvancement level
G2XCourse offered for
- Computer Science and Software Engineering, M Sc in Engineering
Entry requirements
Note: Admission requirements for non-programme students usually also include admission requirements for the programme and threshold requirements for progression within the programme, or corresponding.
Examination
| LAB1 | Computer assignments | 2 credits | U, G |
| TEN1 | Written examination | 4 credits | U, 3, 4, 5 |
Grades
Four-grade scale, LiU, U, 3, 4, 5Other information
Supplementary courses: Statistisk teori fortsättningskurs, Sannoliketsteori fortsättningskurs, Stokastiska processer.
Department
Institutionen för datavetenskapDirector of Studies or equivalent
Ann-Charlotte HallbergExaminer
Mattias VillaniCourse website and other links
Education components
Preliminary scheduled hours: 0 hRecommended self-study hours: 160 h
Course literature
Baron, M., Probability and Statistics for Computer Scientists, 2nd edition, Chapman & Hall, 2014.Formelsamling
| Code | Name | Scope | Grading scale |
|---|---|---|---|
| LAB1 | Computer assignments | 2 credits | U, G |
| TEN1 | Written examination | 4 credits | U, 3, 4, 5 |
Regulations (apply to LiU in its entirety)
The university is a government agency whose operations are regulated by legislation and ordinances, which include the Higher Education Act and the Higher Education Ordinance. In addition to legislation and ordinances, operations are subject to several policy documents. The Linköping University rule book collects currently valid decisions of a regulatory nature taken by the university board, the vice-chancellor and faculty/department boards.
LiU’s rule book for education at first-cycle and second-cycle levels is available at http://styrdokument.liu.se/Regelsamling/Innehall/Utbildning_pa_grund-_och_avancerad_niva.
Course literature is preliminary.
Baron, M., Probability and Statistics for Computer Scientists, 2nd edition, Chapman & Hall, 2014.
<br>Formelsamling
Note: The course matrix might contain more information in Swedish.
I = Introduce, U = Teach, A = Utilize
| I | U | A | Modules | Comment | ||
|---|---|---|---|---|---|---|
| 1. DISCIPLINARY KNOWLEDGE AND REASONING | ||||||
| 1.1 Knowledge of underlying mathematics and science (G1X level) |
X
|
X
|
X
|
TEN1
|
||
| 1.2 Fundamental engineering knowledge (G1X level) |
|
|
X
|
LAB1
|
||
| 1.3 Further knowledge, methods, and tools in one or several subjects in engineering or natural science (G2X level) |
|
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| 1.4 Advanced knowledge, methods, and tools in one or several subjects in engineering or natural sciences (A1X level) |
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| 1.5 Insight into current research and development work |
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| 2. PERSONAL AND PROFESSIONAL SKILLS AND ATTRIBUTES | ||||||
| 2.1 Analytical reasoning and problem solving |
X
|
X
|
X
|
LAB1
TEN1
|
||
| 2.2 Experimentation, investigation, and knowledge discovery |
X
|
X
|
X
|
LAB1
TEN1
|
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| 2.3 System thinking |
X
|
X
|
X
|
LAB1
|
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| 2.4 Attitudes, thought, and learning |
|
X
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LAB1
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| 2.5 Ethics, equity, and other responsibilities |
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| 3. INTERPERSONAL SKILLS: TEAMWORK AND COMMUNICATION | ||||||
| 3.1 Teamwork |
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|
X
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LAB1
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| 3.2 Communications |
|
|
X
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LAB1
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| 3.3 Communication in foreign languages |
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| 4. CONCEIVING, DESIGNING, IMPLEMENTING AND OPERATING SYSTEMS IN THE ENTERPRISE, SOCIETAL AND ENVIRONMENTAL CONTEXT | ||||||
| 4.1 External, societal, and environmental context |
X
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| 4.2 Enterprise and business context |
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| 4.3 Conceiving, system engineering and management |
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| 4.4 Designing |
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| 4.5 Implementing |
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| 4.6 Operating |
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| 5. PLANNING, EXECUTION AND PRESENTATION OF RESEARCH DEVELOPMENT PROJECTS WITH RESPECT TO SCIENTIFIC AND SOCIETAL NEEDS AND REQUIREMENTS | ||||||
| 5.1 Societal conditions, including economic, social, and ecological aspects of sustainable development for knowledge development |
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| 5.2 Economic conditions for knowledge development |
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| 5.3 Identification of needs, structuring and planning of research or development projects |
X
|
X
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| 5.4 Execution of research or development projects |
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| 5.5 Presentation and evaluation of research or development projects |
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