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Table 2 GAM overview

From: pcrEfficiency: a Web tool for PCR amplification efficiency prediction

GAM analysis
  Estimate Std. Error t value Pr (> | t |)
(Intercept) 1.73825 0.00153 1136 <2e-16
Approximate significance of smooth terms
  edf Ref.df F p-value
s(lengthSequence, gcSequence) 17.58 18.08 2.332 0.00114
s(primersLength, gcPrimers) 27.96 28.46 22.950 < 2e-16
s(gcImbalance, primerDimers) 28.83 29.33 16.717 < 2e-16
R-sq.(adj) = 0.41 Deviance explained = 42.1%
GCV score = 0.0094091 Scale est. = 0.0092293 n = 3944
  1. GAM summary as estimated by the gam function of the mgcv R package. Model formula corresponds to: efficiency s(lengthSequence, gcSequence) + s(primersLength, gcPrimers) + s(gcImbalance, primerDimers).