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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