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Grant: Canada Research Chairs

Carleton University

$120,000.00

Data Science and Analytics

FY 2023-24

Summary
This Tier 2 NSERC Canada Research Chair program applies cutting-edge statistical algorithms to achieve a comprehensive understanding of biological systems. Multi-view datasets are used in bioinformatics to create more accurate representations of individuals by using different sources such as microbiome and metagenomic data. Challenges include the large-scale nature of these datasets, differences between data types, and inability to generalize across biological systems. Dr. Sanjeena Dang has developed powerful statistical models that overcome these difficulties by providing efficient and scalable techniques to identify important biological co-variates, characterize temporal microbiome trajectories, and explore the underlying biological mechanisms driving these large-scale genomic datasets.
Program
Canada Research Chairs
Location
Ontario, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data

As published

Application id
CRC-2020-00303
Name nom
Dang (Subedi), Sanjeena
Department département
School of Mathematics and Statistics - Carleton University
Organization id
23
Institution établissement
Carleton University
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2023
Competition year année de concours
2020
Award amount
120000
Program id
CRC
Program name en
Canada Research Chairs
Program name fr
Chaires de recherche du Canada
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
9998
Committee name en
Canada Research Chair Selection Committee
Committee name fr
Comité de sélection des Chaires de recherche du Canada
Area of application code
9999
Area of application group en
Not available
Area of application group fr
Non disponible
Area of application en
Not available
Area of application fr
Non disponible
Research subject code
10000
Research subject group en
The field of research available
Research subject group fr
The field of research available
Research subject en
Le domaine de recherche disponible
Research subject fr
Le domaine de recherche disponible
Field of research list codes
RDF10103
Field of research list names en
Statistics
Field of research list names fr
Statistique
Application title
Data Science and Analytics
Keyword
genomics computational statistics biostatistics bioinformatics cluster analysis high dimensional data multi-view datasets biomedical applications
Application summary
This Tier 2 NSERC Canada Research Chair program applies cutting-edge statistical algorithms to achieve a comprehensive understanding of biological systems. Multi-view datasets are used in bioinformatics to create more accurate representations of individuals by using different sources such as microbiome and metagenomic data. Challenges include the large-scale nature of these datasets, differences between data types, and inability to generalize across biological systems. Dr. Sanjeena Dang has developed powerful statistical models that overcome these difficulties by providing efficient and scalable techniques to identify important biological co-variates, characterize temporal microbiome trajectories, and explore the underlying biological mechanisms driving these large-scale genomic datasets.