Described by K. Pearson (1901)
Computing methods by Hotelling (1933)
Objective
To transform the original variables X1,…,Xp into index variables Z1,…,Zp
Z1,…,Zp are linear combinations of X1,…,Xp
Z1,…,Zp are independent and are in order of important
To describe the variation in the data
