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. 2016 Aug 30;113(38):10530–10535. doi: 10.1073/pnas.1522494113

Table 1.

Fit statistics for proposed, nested, and alternate models

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