Table 7:
Results of grid sampling S on dataset, including estimates and standard deviations of θ1, θ2, and β0. The log-likelihood is maximized when S = 1.5, and the bolded results are reported in the main text.
| S | ll | |||
|---|---|---|---|---|
| 1.0 | 2.06 (0.14) | −4.30 (0.14) | −6.14 (0.45) | −1809.18 |
| 1.1 | 2.08 (0.15) | −4.36 (0.17) | −6.16 (0.44) | −1799.65 |
| 1.2 | 2.13 (0.16) | −4.41 (0.20) | −6.15 (0.43) | −1795.19 |
| 1.3 | 2.19 (0.18) | −4.47 (0.21) | −6.13 (0.42) | −1793.33 |
| 1.4 | 2.36 (0.23) | −4.63 (0.21) | −6.10 (0.42) | −1793.35 |
| 1.5 | 2.35 (0.18) | −4.63 (0.17) | −6.10 (0.41) | −1791.74 |
| 1.6 | 2.45 (0.19) | −4.71 (0.19) | −6.07 (0.42) | −1793.44 |
| 1.7 | 2.49 (0.18) | −4.75 (0.19) | −6.06 (0.42) | −1793.56 |
| 1.8 | 2.54 (0.19) | −4.79 (0.19) | −6.06 (0.42) | −1793.02 |
| 1.9 | 2.61 (0.19) | −4.86 (0.18) | −6.04 (0.42) | −1794.38 |
| 2.0 | 2.66 (0.19) | −4.91 (0.18) | −6.03 (0.42) | −1794.74 |
| 2.1 | 2.71 (0.19) | −4.96 (0.18) | −6.03 (0.42) | −1794.87 |
| 2.2 | 2.77 (0.19) | −5.00 (0.17) | −6.02 (0.43) | −1795.97 |
| 2.3 | 2.82 (0.15) | −5.07 (0.15) | −6.00 (0.42) | −1795.65 |
| 2.4 | 2.85 (0.20) | −5.09 (0.18) | −6.01 (0.42) | −1796.46 |
| 2.5 | 2.88 (0.21) | −5.12 (0.19) | −6.01 (0.42) | −1796.70 |
| 2.6 | 2.95 (0.20) | −5.15 (0.18) | −6.01 (0.43) | −1797.74 |
| 2.7 | 3.00 (0.19) | −5.19 (0.17) | −6.00 (0.43) | −1798.51 |
| 2.8 | 3.02 (0.15) | −5.26 (0.15) | −5.99 (0.42) | −1797.84 |
| 2.9 | 3.06 (0.20) | −5.25 (0.18) | −6.00 (0.43) | −1799.25 |
| 3.0 | 3.11 (0.16) | −5.31 (0.15) | −5.99 (0.43) | −1799.15 |
| 3.1 | 3.11 (0.16) | −5.36 (0.16) | −5.97 (0.43) | −1799.84 |
| 3.2 | 3.16 (0.16) | −5.34 (0.15) | −5.98 (0.43) | −1800.82 |
| 3.3 | 3.21 (0.16) | −5.38 (0.15) | −5.98 (0.44) | −1801.66 |
| 3.4 | 3.24 (0.16) | −5.40 (0.15) | −5.97 (0.44) | −1802.66 |
| 3.5 | 3.30 (0.15) | −5.48 (0.14) | −5.97 (0.44) | −1802.78 |
| 3.6 | 3.31 (0.17) | −5.48 (0.16) | −5.97 (0.45) | −1803.63 |
| 3.7 | 3.37 (0.15) | −5.54 (0.14) | −5.96 (0.45) | −1804.08 |
| 3.8 | 3.35 (0.16) | −5.68 (0.19) | −5.93 (0.44) | −1803.83 |
| 3.9 | 3.39 (0.16) | −5.72 (0.19) | −5.93 (0.44) | −1804.50 |
| 4.0 | 3.40 (0.17) | −5.76 (0.19) | −5.92 (0.45) | −1805.19 |