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BU555N: ADVANCED DATA ANALYSIS (2024-2025)

Last modified: 29 Jul 2024 16:46


Course Overview

This course teaches intermediate/advanced statistical/econometric methods at the postgraduate level. Building on the basic quantitative methods that students have learned in previous courses, they will further develop their understanding of and practical skills for more advanced statistical and econometric methods.

Course Details

Study Type Postgraduate Level 5
Term Second Term Credit Points 15 credits (7.5 ECTS credits)
Campus Aberdeen Sustained Study No
Co-ordinators
  • Dr Takahiko Kiso

What courses & programmes must have been taken before this course?

  • Any Postgraduate Programme (Studied)

What other courses must be taken with this course?

None.

What courses cannot be taken with this course?

None.

Are there a limited number of places available?

No

Course Description

This course covers theoretical foundations of a variety of statistical/econometric methods as well as their empirical, practical applications using computer software (e.g. Stata).

Topics include cross-sectional data analysis, panel data analysis, time series data analysis. The course discusses different methods of estimation, such as the least squares estimator, maximum likelihood estimator and instrumental variables estimator, and covers specification tests relating to these estimators.


Contact Teaching Time

Information on contact teaching time is available from the course guide.

Teaching Breakdown

More Information about Week Numbers


Details, including assessments, may be subject to change until 30 August 2024 for 1st term courses and 20 December 2024 for 2nd term courses.

Summative Assessments

Exam

Assessment Type Summative Weighting 70
Assessment Weeks Feedback Weeks

Look up Week Numbers

Feedback

Individual feedback will be provided upon request

Learning Outcomes
Knowledge LevelThinking SkillOutcome
ConceptualUnderstandTo have a good conceptual understanding of advanced quantitative methods
ProceduralAnalyseTo be able to make quantitative and econometric analyses of economic data

Essay

Assessment Type Summative Weighting 30
Assessment Weeks Feedback Weeks

Look up Week Numbers

Feedback

Tables and figures not included in word count.

Feedback will be provided through written comments.

Word Count 1500
Learning Outcomes
Knowledge LevelThinking SkillOutcome
ProceduralAnalyseTo be able to make quantitative and econometric analyses of economic data
ProceduralApplyTo be equipped with computer skills for empirical analyses

Formative Assessment

There are no assessments for this course.

Resit Assessments

Exam

Assessment Type Summative Weighting 100
Assessment Weeks Feedback Weeks

Look up Week Numbers

Feedback
Learning Outcomes
Knowledge LevelThinking SkillOutcome
Sorry, we don't have this information available just now. Please check the course guide on MyAberdeen or with the Course Coordinator

Course Learning Outcomes

Knowledge LevelThinking SkillOutcome
ProceduralApplyTo be equipped with computer skills for empirical analyses
ProceduralAnalyseTo be able to make quantitative and econometric analyses of economic data
ConceptualUnderstandTo have a good conceptual understanding of advanced quantitative methods

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