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Table 2 Results from GAM and GAMAR(3) in simulation study 2

From: Using a generalized additive model with autoregressive terms to study the effects of daily temperature on mortality

   GAM GAMAR(3)
  TruPar MeaEst Sd MeaEst Sd2 DifEst DifSd
   5.006 0.0842 5.0246 0.0371 −0.0186 0.0471
   −0.2812 0.0864 −0.2806 0.0307 −0.0006 0.0557
   −0.3894 0.1074 −0.3859 0.0412 −0.0035 0.0662
   −0.4379 0.1011 −0.4321 0.0399 −0.0058 0.0612
   −0.3975 0.0825 −0.3888 0.0407 −0.0087 0.0418
   −0.4536 0.1886 −0.4442 0.0754 −0.0094 0.1132
   −0.2757 0.1001 −0.2646 0.0448 −0.0111 0.0553
c 1 0.5    0.4978 0.0260   
c 2 0.25    0.2482 0.0287   
c 3 0.12    0.1196 0.0261   
  1. TruPar=True Parameters= c i .
  2. MeaEst=Mean estimates= β ^ i or c ^ i .
  3. Sd= Standard deviation of 1000 β ^ and c ^ i .
  4. DifEst=MeaEst of GAM- MeaEst of GAMAR(3).
  5. DifSe=Sd of GAM-Sd of GAMAR(3).