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Table 4

Summary of the GP model for each DD calibration case.

Hyperparameter Prior Estimate
DDECAL, 1-Step DDECAL, 2-Step SAGECAL, 1-Step SAGECAL, 2-Step
ηsky +∞
355.7 341.5 553.7 502.9
lsky (MHz) 𝒰(10.0,100.0)(*) 85.67 82.81 41.65 39.08

ηmix 3/2
43.0 40.9 104.4 97.8
lmix (MHz) 𝒰(0.5,20.0) 3.342 3.183 3.697 3.686

ηex 5/2
6.5 5.5 7.0 5.9
lex (MHZ) 𝒰(0.2,0.7) 0.262 0.253 0.267 0.242

η21 1/2
8.44E-04 1.46E-05 1.53E-06 3.21E-07
l21 (MHz) 𝒰(0.1,1.2) 0.806 0.808 0.808 0.810

Notes. (*)𝒰 indicates a uniform prior.

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