Data Science advanced
Advanced Analytics in Peptide Drug Development
Application of advanced statistical and data analytics methods to peptide drug development. This peptide or oligopeptide is studied for its biological activi...
By Encyclopeptide Editorial | 1 min read
advanced-analytics statistics multivariate PAT data-analysis
Overview
Advanced analytics methods enable deeper insights from peptide drug development data.
Analytical Methods
Multivariate Analysis
- Principal component analysis (PCA)
- Partial least squares (PLS)
- Multivariate curve resolution
Design of Experiments
- Factorial designs
- Response surface methodology
Process Analytical Technology
- In-line monitoring
- Real-time release
- Multivariate process control
Applications
- Formulation optimization
- Process development
- Stability prediction
- Quality control
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