Principal Component Analysis
- PCA provides a single empirical description of term structure behavior which can be applied across all bonds
- The basic advantage of this approach is that only volatility and structure of small number of principal components needs to described
- Principal components are set up in such a manner that sum of the variances of these principal components are same as the sum of the variances of the individual rates
- PCs are not correlated with each other.