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  6. PX5512: Advanced Statistics and Special Applications

PX5512: ADVANCED STATISTICS AND SPECIAL APPLICATIONS (2024-2025)

Last modified: 4 Days, 11 Hours, 17 Minutes ago


Course Overview

 The goal of this course is to teach you advanced concepts and techniques in statistics, focusing on applying them to real data.

Course Details

Study Type Postgraduate Level 5
Session Second Sub Session 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.

What courses cannot be taken with this course?

Are there a limited number of places available?

No

Course Description

The goal of this course is to teach you advanced concepts and techniques in statistics, focusing on applying them to real data.

  • You will learn advanced concepts in statistics such as multilinear, logistic, and non-linear regression, Bayesian statistics, confounder variables, and other topics in statistics.
  • You will learn advanced statistical models and techniques to analyse noisy time series, both stationary and non-stationary.
  • You will learn how to use the Mathematica programming language to analyse real-world data using statistics.

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

Summative Assessments

Class Test

Assessment Type Summative Weighting 50
Assessment Weeks 29 Feedback Weeks 29

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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.

Exam

Assessment Type Summative Weighting 50
Assessment Weeks 30 Feedback Weeks 32

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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.

Formative Assessment

There are no assessments for this course.

Resit Assessments

Class Test

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

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