autumn 2020
STA-8002 Multivariable Statistical Analysis - 10 ECTS

Last changed 11.08.2021

Application deadline

PhD students in science at UiT The Arctic University of Norway register for class and exam in Studentweb by September 1st for autumn semester and February 1st for spring semester.

Other applicants: Application deadline is June 1st for autumn semester and December 1st for spring semester. Application code 9301 in Søknadsweb (Applicationweb). Course code: STA-8002. Remember to write the course code in the extra information field.


Type of course

The course is included in the program PHD in science.

Admission requirements

PhD students or holders of a Norwegian master´s degree in Sceince of five years or 3+ 2 years (or equivalent) may apply. In your educational background you need statistical courses of at least 30 ECTS credits which includes a thorough discussion of statistical methods and principles.

PhD students from other universities must upload a document from their home institution stating that they are registered PhD students. This group of applicants does not have to prove English proficiency and are exempt from semester fee.

Holders of a Master´s degree must upload a Master´s Diploma with Diploma Supplement / English translation of the diploma. Applicants from listed countries must document proficiency in English. For more information on accepted English proficiency tests and scores, as well as exemptions from the English proficiency tests, please see the following document: https://uit.no/Content/254419/PhD_EnglishProficiency_100913.pdfhttps://uit.no/Content/254419/PhD_EnglishProficiency_100913.pdf

Proficiency in english - PhD level studies

PhD students at UiT The Arctic University of Norway register for the course through StudentWeb.

External applicants apply for admission through SøknadsWeb.

All external applicants have to attach a confirmation of their status as a PhD student from their home institution. Students who hold a Master of Science degree, but are not yet enrolled as a PhD-student have to attach a copy of their master's degree diploma. These students are also required to pay the semester fee.

More information regarding PhD courses at the Faculty of Science and Technology is found here.


Course overlap

STA-3002 Multivariable Statistical Analysis 10 stp
S-311 Multivariate statistical analysis 10 stp

Course content

The course builds on STA-2002 Theoretical Statistics and gives a thorough introduction to the multivariate normal distribution, as well as estimation of its parameters. The rest of the course gives a presentation of various areas in multivariable statistical analysis, such as the classification problem, testing of general linear hypotheses, principal component analysis, canonical correlation and factor analysis.

Recommended prerequisites

STA-2002 Theoretical Statistics

Objectives of the course

The student shall
  • obtain a thorough introduction to the multivariate normal distribution, as well as estimation of its parameters.
  • obtain solid understanding of various areas in multivariable statistical analysis, such as the classification problem, testing of general linear hypotheses, principal component analysis, factor analysis and various regression techniques.
  • be able to use these concepts to solve concrete problems.

Language of instruction

The language of instruction and the syllabus is English. Examination questions will be given in English, but may be answered either in English or a Scandinavian language.

Teaching methods

Lectures: 40 h Coursework: 30 h

Assessment

Oral exam (70%) and approved mandatory homework sets (30%).

Assessment scale: Letter grades A-F.

Coursework requirements
Oral presentation and mandatory homework set. A passing grade is required on the mandatory homework sets for permission to take the exam.


  • About the course
  • Campus: Tromsø |
  • ECTS: 10
  • Course code: STA-8002