Table 2.

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

		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
c1	0.5			0.4978	0.0260
c2	0.25			0.2482	0.0287
c3	0.12			0.1196	0.0261

TruPar=True Parameters= c_i.

MeaEst=Mean estimates= ${\bar{\widehat{\beta }}}_i$ or ${\bar{\widehat{c}}}_i$.

Sd= Standard deviation of 1000 $\widehat{\beta }$ and ${\widehat{c}}_i$.

DifEst=MeaEst of GAM- MeaEst of GAMAR(3).

DifSe=Sd of GAM-Sd of GAMAR(3).