Thesis icon

Thesis

Latent variable models for analysing multidimensional gene expression data

Abstract:

Multi-tissue gene expression studies give rise to 3D arrays of data. These experiments make it possible to study the tissue-specific nature of gene regulation and also the relationship between genotypes and higher level traits such as disease status. Analysing these multidimensional data sets is a statistical challenge, as they contain high noise levels and missing data. In this thesis I introduce a new approach for analysing multidimensional gene expression data sets called SPIDER (SParse...

Expand abstract

Actions


Access Document


Files:

Authors


More by this author
Department:
University of Oxford

Contributors

Role:
Supervisor
Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
University of Oxford

Terms of use


Metrics



If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP