Table 2.
parameter | k+ | k− | β | β′ | ||
---|---|---|---|---|---|---|
Without noise | ||||||
true values | 0.3 | 0.5 | 2.0 | 4.0 | 0.5 | 0.15 |
estimated values | 0.2991 | 0.5000 | 2.0012 | 4.0001 | 0.5000 | 0.1501 |
standard deviation | 0.0023 | 0.0001 | 0.0016 | 0.0004 | 0.0008 | 0.0005 |
σ2 = 0.05 for the noise | ||||||
true values | 0.3 | 0.5 | 2.0 | 4.0 | 0.5 | 0.15 |
estimated values | 0.3055 | 0.5101 | 2.0192 | 4.0501 | 0.4938 | 0.1471 |
standard deviation | 0.0234 | 0.0005 | 0.0737 | 0.0403 | 0.0062 | 0.0043 |
σ2 = 0.1 for the noise | ||||||
true values | 0.3 | 0.5 | 2.0 | 4.0 | 0.5 | 0.15 |
estimated values | 0.2795 | 0.4316 | 1.7738 | 4.2755 | 0.5729 | 0.1421 |
standard deviation | 0.1064 | 0.1884 | 0.1348 | 0.1229 | 0.1261 | 0.1087 |
σ2 = 0.2 for the noise | ||||||
true values | 0.3 | 0.5 | 2.0 | 4.0 | 0.5 | 0.15 |
estimated values | 0.1993 | 0.6909 | 1.7047 | 3.2478 | 0.4247 | 0.1967 |
standard deviation | 0.1231 | 0.1983 | 0.1801 | 0.1293 | 0.1129 | 0.0915 |
Results of parameter estimation for the generalized two-state system with and without considering noise (the rates are in units of min −1). See Table 1 for details on the standard deviation.