Table 1.
|
|
Order |
|||
---|---|---|---|---|---|
0 | 1 | 2 | 3 | ||
Mean |
Lower 95% |
18.84 |
24.70 |
27.66 |
28.84 |
|
Theoretical |
18.92 |
24.73 |
27.79 |
28.97 |
|
Empirical |
18.95 |
24.83 |
27.80 |
29.00 |
|
Upper 95% |
19.07 |
24.96 |
27.95 |
29.15 |
Variance |
Lower 95% |
32.89 |
43.23 |
53.06 |
59.01 |
|
Theoretical |
33.24 |
44.69 |
55.56 |
60.53 |
|
Empirical |
33.81 |
44.44 |
54.54 |
60.65 |
Upper 95% | 34.77 | 45.70 | 56.09 | 62.37 |
Mean and variance of D2 were calculated from the theoretical formulas derived in Section 3, and estimated from synthetically generated data (10,000 sequence pairs) for Markov models of order θ = 0, 1, 2, and 3 using Markov matrices estimated from human chromosome 1. Word length k = 8, alphabet size d = 4, sequence lengths m = n = 1,000.