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Discovering Partial Least Squares with JMP by Marie Gaudard, Ian Cox

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Index

A

Actual by Predicted Plot report 89, 95, 162, 168–169, 171–172, 197, 213

actual values, compared with predicted values 96–99, 170–172, 179–180

AGPT, transforming 148–150

analysis, performing 79–81, 156–158, 175–176

Andersson, M. 222

applied statistics 1

Arlot, S. 67

assessing models using test set 133–136

B

Baking Bread That People Like example

about 183–184

combined model 215–219

data 184–186

first stage model 187–202

second stage model 202–215

Belsley, D.A. 22

Bias-Variance Tradeoff in PLS

about 250, 261

examples 250–253

motivation 254–255

results and discussion 257–261

simulation study 255–257

BigClassCVDemo.jmp 67–68

bivariate distributions 205, 207

Blue Ridge Ecoregion, PLS models for 173–180

Bradykinin potentiating activity 76, 103 ...

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