Fig 1.
Simulated data.
Fig 2.
Simulated response vs. estimated response.
Table 1.
Summary of the MSE for different values of m, ni, σ2, and for data simulated from a RIM in a logarithmic scale.
Table 2.
Summary of the MSE for different values of m, ni, α, and for data simulated from a GLMM with gamma distribution and logarithmic link.
Table 3.
Parameter estimations for the RIM associated with income in a logarithmic scale for elderly people data in 2016.
Fig 3.
Left: Histogram of the residuals. Middle: qq-plot of the residuals. Right: qq-plot of the residuals of the random effects.
Fig 4.
Fitted values for the RIM associated with income in a logarithmic scale for elderly people data in 2016.
Squared red: naive estimates. Blue triangles: estimates by using the correction terms in (12).
Table 4.
Summary of the MSE for the mimic simulation example.