Anvendt statistik og sandsynlighedsteori

2018/2019

Forudsætninger/Anbefalede forudsætninger for at deltage i modulet

Admission to the program according to 2.1.

Modulets indhold, forløb og pædagogik

Objective:                

Students who complete the module:

Læringsmål

Viden

Knowledge:

  • have a basic understanding of probability, uncertainty, stochastic processes and independent and conditional probabilities
  • know basic probability and statistical models for uncertainties
  • have knowledge of discrete and continuous probability distributions and their application
  • know of the basic principles of statistical analysis, including data collection
  • have knowledge about statistical inferens and hypothesis testing
  • know the principles of Markov chains and Monte Carlo methods to simulate probability distributions
  • Understands the limitations of models/tools within risk/safety, especially in relation to the input data’s validity and credibility

Færdigheder

Skills:

  • are able to use probability distributions to describe stochastic processes
  • can estimate statistical parameters from a dataset
  • can compute confidence intervals
  • can account for the theory behind applied models
  • are able to use relevant statistical software to approximate a posteriori probability distributions

Kompetencer

Competencies:

  • can assess the applicability of probability theory in a given situation
  • are able to use correct professional terminology
  • are able to acquire additional knowledge in the field

Undervisningsform

Type og instruction:

Lectures, etc. supplemented with project work, workshops, presentation seminars.

Omfang og forventet arbejdsindsats

The module is 5 ECTS which is corresponding to 150 hours of study. 

Eksamen

Prøver

Prøvens navnAnvendt statistik og sandsynlighedsteori
Prøveform
Skriftlig
Exam format:
Written exam based on a case.
ECTS5
Bedømmelsesform7-trins-skala
CensurIntern prøve
VurderingskriterierAre stated in the Joint Programme Regulations.
http:/​/​www.engineering.aau.dk/​digitalAssets/​332/​332984_faellesbestemmelser_230617.pdf

Fakta om modulet

Engelsk titelApplied statistics and Probability Theory
ModulkodeB-RSK-K1-2
ModultypeKursus
Varighed1 semester
SemesterForår
ECTS5
UndervisningssprogEngelsk
UndervisningsstedCampus Esbjerg
Modulansvarlig

Organisation

StudienævnStudienævnet for Byggeri og Anlæg
FakultetDet Ingeniør- og Naturvidenskabelige Fakultet