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ResearchFormerly WizWand

Linear Regression on Synthetic Linear Regression

1MSEALR
0.9021.56352.2252.8865Jun 12, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ALRtheta=pi/4, sigma^2=1.02026.061
TOtheta=5pi/6, sigma^2=1.02026.061.01
TLtheta=2pi/3, sigma^2=0.12026.061.02
ALRtheta=pi/3, sigma^2=5.02026.061.03
ALRtheta=2pi/3, sigma^2=5.02026.061.04
ALRtheta=pi/6, sigma^2=5.02026.061.08
TOtheta=3pi/4, sigma^2=0.12026.061.1
LFTtheta=3pi/4, sigma^2=0.12026.061.1
TLtheta=5pi/6, sigma^2=1.02026.061.11
LFTtheta=pi/3, sigma^2=2.02026.061.12
ALRtheta=5pi/6, sigma^2=5.02026.061.12
TOtheta=pi/3, sigma^2=2.02026.061.13
TLtheta=pi/3, sigma^2=0.12026.061.14
TLtheta=pi/3, sigma^2=2.02026.061.16
ALRtheta=3pi/4, sigma^2=2.02026.061.16
TLtheta=5pi/6, sigma^2=0.12026.061.2
ALRtheta=pi/4, sigma^2=2.02026.061.25
TLtheta=11pi/20, sigma^2=0.12026.061.28
ALRtheta=9pi/20, sigma^2=2.02026.061.29
ALRtheta=11pi/20, sigma^2=2.02026.061.29
TLtheta=pi/6, sigma^2=0.12026.061.3
LFTtheta=2pi/3, sigma^2=2.02026.061.31
LFTtheta=pi/3, sigma^2=0.22026.061.32
TOtheta=2pi/3, sigma^2=2.02026.061.32
TOtheta=11pi/20, sigma^2=5.02026.061.33
LFTtheta=11pi/20, sigma^2=5.02026.061.33
TLtheta=11pi/20, sigma^2=5.02026.061.33
ALRtheta=pi/3, sigma^2=0.22026.061.35
TOtheta=9pi/20, sigma^2=5.02026.061.35
LFTtheta=9pi/20, sigma^2=5.02026.061.35
TLtheta=9pi/20, sigma^2=5.02026.061.35
TLtheta=2pi/3, sigma^2=2.02026.061.35
ALRtheta=9pi/20, sigma^2=5.02026.061.36
ALRtheta=11pi/20, sigma^2=5.02026.061.36
TOtheta=pi/3, sigma^2=0.22026.061.38
LFTtheta=pi/3, sigma^2=1.02026.061.45
TOtheta=pi/3, sigma^2=1.02026.061.46
ALRtheta=2pi/3, sigma^2=0.22026.061.49
LFTtheta=2pi/3, sigma^2=1.02026.061.53
LFTtheta=2pi/3, sigma^2=0.22026.061.54
TOtheta=2pi/3, sigma^2=1.02026.061.54
LFTtheta=11pi/20, sigma^2=0.52026.061.57
LFTtheta=3pi/4, sigma^2=1.02026.061.59
TLtheta=pi/3, sigma^2=1.02026.061.61
LFTtheta=9pi/20, sigma^2=0.52026.061.63
TOtheta=2pi/3, sigma^2=0.22026.061.64
TLtheta=2pi/3, sigma^2=1.02026.061.69
TOtheta=3pi/4, sigma^2=1.02026.061.69
LFTtheta=5pi/6, sigma^2=0.52026.061.74
LFTtheta=2pi/3, sigma^2=0.52026.061.77
TOtheta=2pi/3, sigma^2=0.52026.061.79
LFTtheta=3pi/4, sigma^2=2.02026.061.8
LFTtheta=pi/6, sigma^2=0.52026.061.81
TLtheta=9pi/20, sigma^2=0.12026.061.83
TOtheta=3pi/4, sigma^2=2.02026.061.83
TLtheta=3pi/4, sigma^2=1.02026.061.9
LFTtheta=pi/4, sigma^2=2.02026.061.91
TLtheta=3pi/4, sigma^2=2.02026.061.91
TOtheta=5pi/6, sigma^2=0.52026.061.92
TOtheta=pi/4, sigma^2=2.02026.061.94
TLtheta=pi/4, sigma^2=2.02026.062.02
TOtheta=pi/6, sigma^2=0.52026.062.08
TLtheta=pi/6, sigma^2=0.52026.062.13
ALRtheta=pi/6, sigma^2=0.52026.062.14
ALRtheta=5pi/6, sigma^2=0.22026.062.2
TLtheta=5pi/6, sigma^2=0.52026.062.2
LFTtheta=pi/3, sigma^2=0.52026.062.21
TLtheta=2pi/3, sigma^2=0.52026.062.23
TOtheta=pi/3, sigma^2=0.52026.062.24
ALRtheta=11pi/20, sigma^2=0.52026.062.26
ALRtheta=9pi/20, sigma^2=0.52026.062.29
LFTtheta=pi/6, sigma^2=0.22026.062.3
ALRtheta=pi/6, sigma^2=0.22026.062.3
ALRtheta=pi/6, sigma^2=1.02026.062.32
ALRtheta=5pi/6, sigma^2=0.52026.062.38
LFTtheta=pi/4, sigma^2=1.02026.062.4
TLtheta=pi/3, sigma^2=0.22026.062.4
LFTtheta=5pi/6, sigma^2=0.22026.062.4
TLtheta=2pi/3, sigma^2=0.22026.062.43
TOtheta=pi/4, sigma^2=1.02026.062.46
LFTtheta=pi/4, sigma^2=5.02026.062.57
TOtheta=pi/4, sigma^2=5.02026.062.59
TOtheta=pi/6, sigma^2=0.22026.062.6
LFTtheta=3pi/4, sigma^2=5.02026.062.6
TLtheta=pi/4, sigma^2=5.02026.062.61
TOtheta=3pi/4, sigma^2=5.02026.062.61
TLtheta=3pi/4, sigma^2=5.02026.062.62
ALRtheta=5pi/6, sigma^2=1.02026.062.66
TLtheta=pi/4, sigma^2=0.12026.062.7
TOtheta=5pi/6, sigma^2=0.22026.062.7
TLtheta=pi/4, sigma^2=1.02026.062.75
TLtheta=pi/3, sigma^2=0.52026.062.77
ALRtheta=2pi/3, sigma^2=0.12026.062.8
TLtheta=3pi/4, sigma^2=0.12026.062.8
ALRtheta=5pi/6, sigma^2=2.02026.063.09
ALRtheta=3pi/4, sigma^2=5.02026.063.33
TOtheta=2pi/3, sigma^2=0.12026.063.4
LFTtheta=2pi/3, sigma^2=0.12026.063.4
TOtheta=9pi/20, sigma^2=0.22026.063.41
ALRtheta=pi/4, sigma^2=5.02026.063.45