cutoff value

We calculate cutoff values instead of power to compare the two algorithm.

• type one error cutoff

1. reg

##        [,1]   [,2]   [,3]   [,4]   [,5]
## [1,] 0.1265 0.1610 0.1982 0.2528 0.3078
## [2,] 0.1410 0.2016 0.2707 0.3581 0.4414
## [3,] 0.1486 0.2373 0.3237 0.4130 0.5180
## [4,] 0.1603 0.2492 0.3694 0.4728 0.5797
## [5,] 0.1624 0.2724 0.3929 0.5279 0.6396

2. smo

##        [,1]    [,2]    [,3]    [,4]   [,5]
## [1,] 0.0880 0.09335 0.08721 0.08853 0.0754
## [2,] 0.1058 0.12856 0.12666 0.13028 0.1245
## [3,] 0.1145 0.14669 0.16095 0.19056 0.2151
## [4,] 0.1229 0.16908 0.20554 0.24507 0.3050
## [5,] 0.1227 0.17518 0.24725 0.30726 0.3717

3. difference

##          [,1]     [,2]    [,3]    [,4]    [,5]
## [1,] -0.03845 -0.06765 -0.1110 -0.1643 -0.2324
## [2,] -0.03527 -0.07301 -0.1440 -0.2278 -0.3169
## [3,] -0.03410 -0.09065 -0.1627 -0.2225 -0.3030
## [4,] -0.03739 -0.08012 -0.1638 -0.2277 -0.2747
## [5,] -0.03970 -0.09718 -0.1457 -0.2206 -0.2679