Table 2.

Performance of MCALIGN and Other Alignment Methods Compared by Simulation


Simulated

Alignment known

Alignment estimated

MCALIGN efficiency
t
θ
DIALIGN
LAGAN
AVID
CLUSTAL
HANDEL
MCALIGN
0.05 0.225 0.0488 (0.0159) 0.0529 (0.0192) 0.0549 (0.0194) 0.0499 (0.0161) 0.0525 (0.0185) 0.0485 (0.0165) 0.0487 (0.0162) 0.97
0.10 0.225 0.0995 (0.0232) 0.1121 (0.0327) 0.1125 (0.0330) 0.1024 (0.0255) 0.1115 (0.0364) 0.1000 (0.0328) 0.0988 (0.0241) 0.93
0.15 0.225 0.1519 (0.0311) 0.1818 (0.0561) 0.1749 (0.0511) 0.1585 (0.0352) 0.1807 (0.0656) 0.1562 (0.0480) 0.1510 (0.0324) 0.92
0.20 0.225 0.2043 (0.0366) 0.2491 (0.0769) 0.2443 (0.0719) 0.2132 (0.0435) 0.2518 (0.0946) 0.2107 (0.0652) 0.2022 (0.0388) 0.89
0.25 0.225 0.2502 (0.0426) 0.3216 (0.1055) 0.3039 (0.0824) 0.2629 (0.0467) 0.3122 (0.1011) 0.2537 (0.0631) 0.2519 (0.0438) 0.94
0.30 0.225 0.2968 (0.0470) 0.3876 (0.1181) 0.3670 (0.1029) 0.3103 (0.0469) 0.3799 (0.1281) 0.2923 (0.0703) 0.2974 (0.0531) 0.75
0.15 0.1 0.1531 (0.0317) 0.1612 (0.0359) 0.1628 (0.0391) 0.1539 (0.0321) 0.1592 (0.0366) 0.1538 (0.0383) 0.1524 (0.0315) 1.01
0.15 0.3 0.1504 (0.0276) 0.1958 (0.0656) 0.1904 (0.0625) 0.1652 (0.0351) 0.1909 (0.0666) 0.1573 (0.0382) 0.1504 (0.0276) 1.00
0.15
0.4
0.1498 (0.0303)
0.2140 (0.0899)
0.2085 (0.0812)
0.1731 (0.0469)
0.2185 (0.1030)
0.1621 (0.0489)
0.1480 (0.0325)
0.87

[i] Estimates of sequence divergence, t, from 200 replicates per t value, with sequences of length 200 base pairs. Estimated root mean square error (e.r.m.s.e.) is shown in parentheses.