Statistical Techniques for Computational Scientists

Cod y Modiwl
MAM5220
Teitl y Modiwl
Statistical Techniques for Computational Scientists
Blwyddyn Academaidd
2026/2027
Semester
Semester 2
Cyd-gysylltydd y Modiwl
Dr Kim Kenobi
Rhestr Ddarllen
Gweld ar Aspire
Rhagofynion
MAM5120
Staff Eraill sy'n Cyfrannu
Dr Kim Kenobi
Dr Gwion Evans
Miss Sylvia Lutkins

Dulliau Asesu

Math o Asesiad

Manylion Asesiad

Cyfran
Asesiad Semester Three practical portfolios 3 x 25%Consultancy exercises 25% (9% for presentation, 16% for essay) 100%
Asesiad Ailsefyll Resubmission of failed components 100%

Canlyniadau Dysgu

Wedi cwblhau'r modiwl dylai'r myfyrwyr fedru:

  1. On completion of this module, students should be able to. Select and apply advanced statistical methods to research problems
  2. Apply the more advanced capabilities of R to analyze complex data
  3. Select and apply advanced statistical methods to research problems
  4. Interpret and report effectively the results of statistical analyses

Disgrifiad cryno

The more advanced capabilities of R will be explored and mastered by applying statistical techniques to problems in Computational Biology.

Nod

This module will allow students to master the more advanced capabilities of R by using them to apply a variety of statistical techniques to problems in Computational Biology. Students are introduced to a variety of new techniques and applications, and proceed to study three of these in depth.
Students will also gain experience of Statistical consultancy.

Cynnwys

1. Introduction to a number of advanced topics such as:
MANOVA
Principal Component Analysis
Time series
Epidemiology
Generalised linear models
Transcriptomics

Sgiliau Modiwl

Math o Sgiliau

Manylion Sgiliau
Cyfathrebu Consultancy exercises
Datblygu personol a chynllunio gyrfa Experience of statistical consultancy
Datrys Problemau Identifying and using statistical techniques to solve problems in Computational Biology
Gwaith Tim Joint work in consultancy
Gwella dysgu a pherfformiad ei hun Awareness of advanced techniques and detailed study of some of these
Rhifedd Inherent in the study of statistics and statistical methods
Sgiliau pwnc penodol Expertise in advanced analysis techniques
Sgiliau ymchwil Experimental design
Technoleg Gwybodaeth Mastery of the advanced capabilities of R

Nodau

Mae'r modiwl hwn yn cydymffurfio a FfCChC Lefel 7