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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).