Table 1.
Men | Women | |||||||
L2 | df | BIC | L2 holdout | L2 | df | BIC | L2 holdout | |
One-class model | ||||||||
Linear | 394,182 | 658 | 385,686 | 55,473 | 658,900 | 1,121 | 643,747 | 111,325 |
Quadratic | 343,782 | 652 | 335,363 | 48,188 | 547,755 | 1,115 | 532,683 | 92,173 |
Cubic | 342,704 | 646 | 334,363 | 47,929 | 547,644 | 1,109 | 532,653 | 91,237 |
Splines | 341,783 | 646 | 333,442 | 47,708 | 544,956 | 1,109 | 529,965 | 90,609 |
Five-class model | ||||||||
Linear | 347,897 | 502 | 341,415 | 48,381 | 575,977 | 965 | 562,933 | 96,426 |
Quadratic | 321,296 | 472 | 315,201 | 44,790 | 525,351 | 935 | 512,712 | 88,157 |
Cubic | 320,390 | 442 | 314,683 | 44,754 | 524,280 | 905 | 512,047 | 87,867 |
Splines | 319,956 | 442 | 314,249 | 43,777 | 523,108 | 905 | 510,875 | 86,835 |
No. of users | 696 | 181 | 1,159 | 318 | ||||
No. of observations | 405,249 | 56,900 | 742,250 | 121,357 |