Skip to main content
. 2025 Jan 3;90(1):304–330. doi: 10.1017/psy.2024.17

Table 5.

Average number of discrimination parameters shrunken to zero by the Inline graphic -penalty

Design Lasso (orthogonal) Lasso (oblique)
L Inline graphic structure Inline graphic M Mean SD Prop Mean SD Prop
3 Simple 0.0 3 14.22 2.36 0.53 15.03 2.44 0.56
4 Simple 0.0 3 28.38 6.41 0.59 29.40 3.05 0.61
3 Complex 0.0 3 3.98 1.14 0.15 5.88 1.49 0.22
4 Complex 0.0 3 11.62 1.78 0.24 10.90 2.84 0.23
3 Simple 0.3 3 5.42 1.30 0.20 15.93 1.99 0.59
4 Simple 0.3 3 11.10 2.59 0.23 26.73 6.72 0.56
3 Complex 0.3 3 3.80 0.85 0.14 6.90 2.10 0.26
4 Complex 0.3 3 6.72 0.75 0.14 9.07 2.77 0.19
3 Simple 0.0 5 23.00 3.33 0.51 23.25 2.45 0.52
4 Simple 0.0 5 42.48 9.07 0.53 42.85 6.34 0.54
3 Complex 0.0 5 17.35 4.46 0.39 13.25 3.79 0.29
4 Complex 0.0 5 13.07 3.73 0.16 11.03 4.47 0.14
3 Simple 0.3 5 7.20 2.27 0.16 23.05 3.02 0.51
4 Simple 0.3 5 11.90 3.39 0.15 23.23 12.94 0.29
3 Complex 0.3 5 5.92 2.07 0.13 12.75 4.84 0.28
4 Complex 0.3 5 7.38 1.33 0.09 8.82 2.56 0.11