Course - Multivariate Data Analysis - AE511316
AE511316 - Multivariate Data Analysis
About
Lessons are not given in the academic year 2024/2025
Course content
- Research process and planning- Analyses of variance and cross-table analysis- Linear multiple regression analysis- Cluster analysis- Factor analysis- Logistic regression- Conjoint analysis- Structural equation models using PLS- Communicating research results
Learning outcome
Learning Outcome - Knowledge- Master the terminology of the subject- Acquire comprehensive knowledge of basic statistical methods- Acquire good knowledge of advanced statistical methods- Have good knowledge of presentation and reporting techniques Learning Outcome - Skills- Be able to carry through an independent, small-scale research project in accordance with prevailing scientific ethical norms- Be able to select and master relevant statistical tools according to research questions and the formulated hypotheses.- Be able to communicate research problems, analyses, and conclusions, as well as acquire a basis for communicating more comprehensive scientific workLearning Outcome - General Competence- Be able to view the topics of this course in a larger business/economic professional perspective- Be able to view the topics of this course in a larger social perspective- Be able acquire updated knowledge within the above mentioned areas of knowledge and skills
Learning methods and activities
Lectures, discussions in groups and in plenary, laboratory exercises (statistical analyses).Mandatory Assignmenys: Two approved individual statistical exercises must be completed and passed. If the candidate does not pass all exercises, new exercises must be completed and passed before the the next ordinary exam (the following year year).
Compulsory assignments
- Individual statistical exercises
Further on evaluation
Both exams must be passed in order to be awarded a final mark.
Specific conditions
Admission to a programme of study is required:
Economics and Business Administration (ØAMSC)
Financial Economics (MFINØK)
International Business and Marketing (860MIB)
NTNU School of Entrepreneurship (MIENTRE)
Required previous knowledge
As for the study programme.
Course materials
To be announced at the start of the term.
No
Version: 1
Credits:
7.5 SP
Study level: Second degree level
No
Language of instruction: English
Location: Ålesund
- Economics and Administration
Department with academic responsibility
Department of International Business
Examination
- * The location (room) for a written examination is published 3 days before examination date. If more than one room is listed, you will find your room at Studentweb.
For more information regarding registration for examination and examination procedures, see "Innsida - Exams"