Could anyone point me to detailed literature about "Partial Least Squares Discriminant Analysis"? Intuition, methodology and examples..
I liked the following introductions to Partial LS Discriminant Analysis:
Here some references to examples:
In addition to the references already given by Matt I would recommend the following presentation which gives a good overview of the big picture, intuition and some mathematical background:
See esp. pages 71ff. and 206ff.