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Table 7 Parameter estimates for the simulation study with the three parameter logistic model with random effect generated from N (0, 0.01*estimated ψ from the data).

From: Statistical Inference Methods for Sparse Biological Time Series Data

Parameter

Simulation parameter values

Simulated estimate

Estimated Bias

Estimated Standard Error

β1.Intercept

10.4096

10.3636

0.0460

0.0595

β1.Heat

0.6456

0.6663

-0.0207

0.0802

β1.Recovery

-2.0912

-2.0240

-0.0673

0.0853

β2.Intercept

-0.8622

-0.8440

-0.0182

0.0275

β2.Heat

-0.9627

-0.9732

0.0105

0.0320

β2.Recovery

-0.7040

-0.6898

-0.0143

0.0512

β3.Intercept

-1.0846

-1.1172

0.0326

0.0224

β3Heat

0.5000

0.5040

-0.0039

0.0246

β3.Recovery

-0.3239

-0.3288

0.0050

0.0387