Multivariate Analysis

What is multivariate analysis?

Multivariate analysis (MVA) is based on the principles of multivariate statistics, which involves observation and analysis of more than one statistical outcome variable at a time. Typically, MVA is used to address the situations where multiple measurements are made on each experimental unit and the relations among these measurements and their structures are important. A modern, overlapping categorization of MVA includes:

• Normal and general multivariate models and distribution theory.
• The study and measurement of relationships.
• Probability computations of multidimensional regions.
• The exploration of data structures and patterns.

Overall solutions

• PCA Service

Principal component analysis (PCA) is a widely used statistical method that uses orthogonal transformation to convert a set of imaginable observations of related variables into a set of values of linear unrelated variables, called principal components. The PCA provided by CD ComputaBio is mainly used as a tool for exploratory data analysis and building predictive models.

• PLS-DA Service

Partial Least Squares Discriminant Analysis (PLS-DA) is one of the most widely used classification techniques in chemical indicators. The PLS-DA service provided by CD ComputaBio has been widely used in metabolomics, proteomics and genomics.

• OPLS-DA Service

CD ComputaBio introduced orthogonal partial least squares discriminant analysis (OPLS-DA) as an improvement to the PLS-DA method that uses multivariate data to distinguish two or more groups (classes). We are willing to provide you with OPLS-DA service!

Our services

CD ComputaBio' multivariate analysis can significantly reduce the cost and labor of the subsequent experiments. Multivariate analysis is a personalized and customized innovative scientific research service. Each project needs to be evaluated before the corresponding analysis plan and price can be determined. If you want to know more about service prices or technical details, please feel free to contact us.

• Fold Change Analysis
• T-test Analysis
• ANOVA Analysis
• Correlation Analysis
• SAM Service
• Volcano Plot Service