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 |