Determine the optimal number of components to extract, using

a. The Eigenvalue Criterion;

b. The Proportion of Variance Explained Criterion;

c. The Minimum Communality Criterion;

d. The Scree Plot Criterion;

e. Try to arrive at a consensus among the four criteria as to the optimal number of components to extract.