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. Author manuscript; available in PMC: 2014 Jan 13.
Published in final edited form as: Ann Appl Stat. 2012;6(4):1689–1706. doi: 10.1214/12-AOAS557

Table 2.

Results of 100 simulations of the mis-remembering/heaping model with parameters estimated from the data (Case 1) and SEs computed by the parametric bootstrap.

Parameter True value Mean of estimate SD of estimate Bias
MSE
Coverage of 95% CI(%)
Latent recall
β0 2.36 2.36 0.08 −0.003 0.08 90
β1 0.26 0.26 0.02 0.001 0.02 90
σb 0.30 0.30 0.02 −0.001 0.02 95
Heaping behavior
γ1 −1.49 −1.61 0.55 −0.12 0.56 94
γ2 −5.28 −5.42 0.69 −0.14 0.70 96
γ3 −10.14 −10.61 3.56 −0.47 3.58 87
γ0 0.11 0.11 0.02 0.005 0.02 95
σu 2.67 2.64 0.32 −0.03 0.32 92