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Physical Sciences and Mathematics Commons

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Computer Sciences

Wright State University

Explorations – The Journal of Undergraduate Research, Scholarship and Creativity at Wright State

2012

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Full-Text Articles in Physical Sciences and Mathematics

Multivariate Data Analysis, Diana Copeland, Michael Raymer Dec 2012

Multivariate Data Analysis, Diana Copeland, Michael Raymer

Explorations – The Journal of Undergraduate Research, Scholarship and Creativity at Wright State

The study of biology, computer science, and information technology all combine to form the science of bioinformatics [1]. This field was created to make discoveries on new biological insights [1]. Bioinformatics has several important task one of them being able to analyze and interpret different types of data and this includes multivariate data analysis. Multivariate data analysis can use linear projection methods such as linear discriminant analysis (LDA), principal component analysis (PCA), and projection to latent structures (PLS). I have created a Java program that can manipulate multivariate data by manual rotation and will be comparing my results to the …