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Table 6 Parameter estimates for the simulation study with the three parameter logistic model with random effect generated from N (0, 0.001*estimated ψ from the data).

From: Statistical Inference Methods for Sparse Biological Time Series Data

Parameter Simulation parameter values Simulated parameter estimate Estimated Bias Estimated Standard Error
β1.Intercept 10.4096 10.4321 -0.0225 0.0724
β1.Heat 0.6456 0.6146 0.0311 0.0956
β1.Recovery -2.0912 -2.1051 0.0138 0.1058
β2.Intercept -0.8622 -0.8665 0.0043 0.0347
β2.Heat -0.9627 -0.9559 -0.0068 0.0399
β2.Recovery -0.7040 -0.6986 -0.0055 0.0663
β3.Intercept -1.0846 -1.1007 0.0161 0.0277
β3Heat 0.5000 0.5128 -0.0128 0.0320
β3.Recovery -0.3239 -0.3332 0.0093 0.0524