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. Author manuscript; available in PMC: 2019 Feb 28.
Published in final edited form as: Stat Med. 2017 Nov 6;37(5):801–812. doi: 10.1002/sim.7541

Table 5.

Summary of fixed effect estimation in a simulation study described in Section 5; here the model is equidispersed, υ = 1.

hurdle mixed CMP hurdle mixed Poisson

True Bias MSE CR Bias MSE CR
β^0
−0.40   0.0242 0.1249 0.940   0.0250 0.1246 0.935
β^1
−1.00 −0.0041 0.0134 0.960 −0.0041 0.0134 0.950
β^2
−0.20 −0.0116 0.0442 0.940 −0.0116 0.0442 0.950
β^3
  0.20 −0.0009 0.0009 0.965 −0.0009 0.0009 0.965
β^4
−0.60 −0.0065 0.0308 0.945 −0.0068 0.0308 0.945
α^0
  0.20   0.0344 0.1504 0.940 −0.0064 0.0982 0.930
α^1
−2.00 −0.0118 0.1401 0.960   0.0014 0.1330 0.965
α^2
−0.20 −0.0101 0.0360 0.950 −0.0080 0.0348 0.950
α^3
  0.05   0.0022 0.0007 0.965   0.0015 0.0007 0.975
α^4
−0.30 −0.0051 0.0271 0.945 −0.0027 0.0264 0.935
υ^
  1.00   0.0461 0.0548 0.955   0.0000 N/A N/A