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High-dimensional data

Authors:

Dhammika Amaratunga ,

US
About Dhammika
Johnson & Johnson Pharmaceutical Research and Development, Raritan, New Jersey, USA.
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Javier Cabrera

US
About Javier
Department of Statistics and Biostatistics, School of Arts and Sciences, Rutgers University, New Jersey, USA.
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Abstract

This paper provides a brief introduction to high-dimensional data, a form of ‘Big Data’, and gives an overview of several data analysis concepts and techniques that could be used to explore and analyse such data. An example that involves genomics data from several Sri Lankan and United Kingdom oral cancer patients is used to illustrate the methods.

How to Cite: Amaratunga, D. and Cabrera, J., 2016. High-dimensional data. Journal of the National Science Foundation of Sri Lanka, 44(1), pp.3–9. DOI: http://doi.org/10.4038/jnsfsr.v44i1.7976
Published on 31 Mar 2016.
Peer Reviewed

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