Data Science advanced
Advanced Analytics in Peptide Drug Development
Application of advanced statistical and data analytics methods to peptide drug development.
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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