SMART

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PARTIAL LEAST SQUARES REGRESSION

INTRODUCTION
Overview
AN EXAMPLE
Application to variety x environment data
The data structure
Source of the data
PLS MODELLING
PLS method and V x E model
PLS method
Key papers
V x E modelling
RESULTS OF ANALYSIS
Loading vectors - data set 1
Loading vectors - data sets 1 and 2
Variance in yield
Variance in variety characters
PLS REVIEWED
Advantages and weaknesses of PLS
Other applications of PLS
Alternatives to PLS
APPLICATION SOFTWARE
Application software

References
Glossary