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Table 5 Evaporation data set: Estimated canonical vectors using Robust CCA and Robust Sparse CCA

From: Robust sparse canonical correlation analysis

  

Robust CCA

Robust Sparse CCA

 

Variables ∖Canonical Vectors

1

2

1

2

First

MAXST: Max. daily soil temperature

–0.35

–0.76

0

–0.70

data

MINST: Min. daily soil temperature

0.03

0.63

0

0.71

set

AVST: Avg. daily soil temperature

0.93

0.18

1

0

Second

MAXAT: Max. daily air temperature

0.54

–0.11

0.94

0

data

MINAT: Min. daily air temperature

0.67

0.84

0.14

0.38

set

AVAT: Avg. daily air temperature

0.14

–0.03

0.17

0.36

 

MAXH: Max. daily relative humidity

–0.13

0.09

0

0

 

MINH: Min. daily relative humidity

–0.03

0.36

0

0.85

 

AVH: Avg. daily relative humidity

–0.28

0.32

–0.24

0

 

WIND: Total wind, measured in miles per day

–0.37

–0.19

0

0

 

Canonical correlations

0.93

0.56

0.87

0.48