A Penalized h-Likelihood Variable Selection Algorithm for Generalized Linear Regression Models with Random Effects

Table 5

Simulation result of Example 3.

Coefficients	Truth	HSpline (s.e.)	PHSpline (s.e.)
	2	2.001 (0.045)	1.995 (0.043)
	1	1.002 (0.064)	0.995 (0.061)
	3	2.994 (0.075)	2.992 (0.074)
	0	0.006 (0.078)	0.005 (0.043)
	0	0.004 (0.079)	0.004 (0.053)
	0	0.003 (0.072)	−0.004 (0.060)
	0	−0.003 (0.061)	0 (—)
	0	0.001 (0.058)	0 (—)
	0	−0.002 (0.059)	0.001 (0.023)
	0	0.0004 (0.042)	0 (—)