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PX5020: ADVANCED STATISTICS AND SPECIAL APPLICATIONS (2023-2024)

Last modified: 19 Dec 2023 14:46


Course Overview

In this module we will discuss advanced and cutting-edge statistical tools and techniques.

Some of the topics covered are likelihood, advanced hypothesis testing, outlier detection, data imputation, bootstrap, nonparametric regression and mixed effect models.

Course Details

Study Type Postgraduate Level 5
Term First Term Credit Points 15 credits (7.5 ECTS credits)
Campus Aberdeen Sustained Study No
Co-ordinators
  • Dr Alessandro de Moura

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

  • Any Postgraduate Programme

What other courses must be taken with this course?

None.

Are there a limited number of places available?

No

Course Description

In this module we will discuss advanced and cutting-edge statistical tools and techniques. Some of the topics covered are Likelihood, advanced hypothesis testing, bootstrapping, outlier detection, imputation, and mixed effect models. Predicting effect sizes and medical study planning will also be part of this course.


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 50
Assessment Weeks 30 Feedback Weeks 32

Look up Week Numbers

Feedback

Feedback given in class.

Learning Outcomes
Knowledge LevelThinking SkillOutcome
ProceduralCreateUse statistical software to carry out analyses and apply the methods and tools covered in the course.
ReflectionCreateUnderstand the basic principles of statistical modelling and are able to apply it to new situations.
ReflectionEvaluateHave a broad overview of common statistical tools, their purpose, and scope of applicability.

Class Test

Assessment Type Summative Weighting 50
Assessment Weeks 29 Feedback Weeks 29

Look up Week Numbers

Feedback

MyAberdeen test.

Feedback via MyAberdeen.

Learning Outcomes
Knowledge LevelThinking SkillOutcome
ProceduralCreateUse statistical software to carry out analyses and apply the methods and tools covered in the course.
ReflectionCreateUnderstand the basic principles of statistical modelling and are able to apply it to new situations.

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
ProceduralCreateUse statistical software to carry out analyses and apply the methods and tools covered in the course.
ReflectionCreateUnderstand the basic principles of statistical modelling and are able to apply it to new situations.
ReflectionEvaluateHave a broad overview of common statistical tools, their purpose, and scope of applicability.

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