autumn 2024
STA-3301 Applied statistical methods and data analysis - 10 ECTS

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  3. Applied statistical methods and data analysis

Type of course

The course is mandatory for master students in Aviation. It may also be taken independent of study program upon approval of the Department of mathematics and statistics.

Admission requirements

Bachelor of science degree or equal. Recommended prerequisites is STA-0001 Applied statistics 1 or STA-1001 Probability and statistics. Application code is 9371.

Course overlap

If you pass the examination in this course, you will get an reduction in credits (as stated below), if you previously have passed the following courses:

SVF-3044 Quantitative Methods 10 ects
SVF-3004 Quantitative research methods I 10 ects

Course content

The course provides an introduction to statistical methods with applications in data analysis and quantitative research.

Recommended prerequisites

STA-0001 Applied statistics 1

Objectives of the course

The student will obtain knowledge of:

  • the most common probability distributions.
  • fundamental concepts in statistical inference, including point and interval estimation, hypothesis testing and statistical significance.
  • fundamental theory for multiple linear regression and analysis of variance (ANOVA).

The student will be able to:

  • give descriptive statistics to summarize a data set.
  • perform one- and two-sample analysis, multiple regression and analysis of variance using statistical software like R.
  • interpret the results of a statistical analysis.
  • discuss and evaluate the limitations and strengths of statistical analyses.

The student will obtain competence to:

  • read and understand statistical analyses within relevant fields of study.
  • choose relevant statistical methods to analyse a given data set
  • communicate and disseminate the results from statistical analyses.

Teaching methods

Module based teaching, including monthly in-person seminars over 2-3 days.

Information to incoming exchange students

This module is open for exchange students with bachelor degree in science and a basic background in statistics.

Schedule

Se timeplan

Recommended reading/syllabus

Pensumliste for STA-3301 Applied statistical methods and data analysis - HØST 2024

Examination

Examination: Date: Duration: Grade scale:
School exam 11.12.2024 09:00
 4 Hours A–E, fail F

Coursework requirements:

To take an examination, the student must have passed the following coursework requirements:
Mandatory assignments Approved – not approved
UiT Exams homepage

More info about the coursework requirements

Submission of up to 8 mandatory assignments, including the use of R or other software.

Re-sit examination

Students who do not pass the previous ordinary examination can gain access to a re-sit examination.
  • About the course
  • Campus: Tromsø |
  • ECTS: 10
  • Course code: STA-3301
  • Tidligere år og semester for dette emnet