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PU5522: APPLIED STATISTICS (2024-2025)

Last modified: 18 Oct 2024 13:16


Course Overview

This course in Applied Statistics intends to focus on the application of statistical techniques in postgraduate research for health professionals, with a particular emphasis on the correct interpretation of statistical analyses. The course will NOT concentrate on the statistical theory underlying the subject. An important component of the course is the use of a statistical package, IBM SPSS Statistics, which can be used to implement all the methods taught on the course. 

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 Neil Scott
  • Dr Yasin Al-Tawarah

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

  • Any Postgraduate Programme (Studied)
  • One of MSc Clinical Pharmacology (Studied) or MSc Human Nutrition (Studied) or Any Postgraduate Programme Certificate in Research Methods for Health (Studied) or MSc Microbiology (Studied)

What other courses must be taken with this course?

None.

What courses cannot be taken with this course?

Are there a limited number of places available?

No

Course Description

– Graphs, summarising data and data checking

– Probability

– Introduction to statistical inference and hypothesis testing

– Hypothesis testing for continuous data

– Analysis of variance (ANOVA)

– Non-parametric tests

– Hypothesis tests for categorical data

– Relative risk and odds ratio

– Correlation and measures of agreement

– Regression


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

Data Analysis

Assessment Type Summative Weighting 40
Assessment Weeks 34 Feedback Weeks 38

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Feedback

The assessment is marked with a rubric covering different themes within the assessment, each theme is marked and the combined grade obtained.

Learning Outcomes
Knowledge LevelThinking SkillOutcome
ProceduralApplyApply the concept of statistical inference to health research
ProceduralApplyApply suitable statistical methods to answer research questions in a variety of contexts and study designs
ProceduralApplyDemonstrate a working knowledge of statistical package for social sciences (SPSS) software for data management and analysis'
ReflectionAnalyseDemonstrate the ability to present and interpret results from statistical analyses appropriately

Descriptive Data Summary

Assessment Type Summative Weighting 10
Assessment Weeks 30 Feedback Weeks 32

Look up Week Numbers

Feedback

The assessment is marked with a rubric covering different themes within the assessment, each theme is marked and the combined grade obtained.

Learning Outcomes
Knowledge LevelThinking SkillOutcome
ProceduralApplyDemonstrate a working knowledge of statistical package for social sciences (SPSS) software for data management and analysis'
ReflectionAnalyseDemonstrate the ability to present and interpret results from statistical analyses appropriately

Class Test - Multiple Choice Questions

Assessment Type Summative Weighting 50
Assessment Weeks 38 Feedback Weeks 39

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Feedback

Two-hour test through MyAberdeen. Feedback is not supplied at the time of submission but is offered later on an individual basis.

Learning Outcomes
Knowledge LevelThinking SkillOutcome
ProceduralApplyApply the concept of statistical inference to health research
ProceduralApplyApply suitable statistical methods to answer research questions in a variety of contexts and study designs
ReflectionAnalyseDemonstrate the ability to present and interpret results from statistical analyses appropriately

Formative Assessment

There are no assessments for this course.

Resit Assessments

Report: Individual

Assessment Type Summative Weighting 100
Assessment Weeks Feedback Weeks

Look up Week Numbers

Feedback

The assessment is marked with a rubric covering different themes within the assessment, each theme is marked and the combined grade obtained.

Learning Outcomes
Knowledge LevelThinking SkillOutcome
ReflectionAnalyseDemonstrate the ability to present and interpret results from statistical analyses appropriately

Course Learning Outcomes

Knowledge LevelThinking SkillOutcome
ReflectionAnalyseDemonstrate the ability to present and interpret results from statistical analyses appropriately
ProceduralApplyDemonstrate a working knowledge of statistical package for social sciences (SPSS) software for data management and analysis'
ProceduralApplyApply suitable statistical methods to answer research questions in a variety of contexts and study designs
ProceduralApplyApply the concept of statistical inference to health research

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