线性回归

泊松回归

岭回归

LASSO回归

(Intercept)

4.0428

^***

1.4947

^***

4.5489

5.0048

SexI

−0.8475

^***

−0.1030

^***

−0.9334

−0.8212

SexM

0.0307

0.0074

−0.0174

Length

−1.4324

0.1946

2.3323

Diameter

12.2695

^***

1.5614

^***

5.2324

6.7158

Height

8.7956

^***

0.8773

^***

11.0120

7.7580

Whole

9.1100

^***

0.7751

^***

0.5204

Shucked

−19.6321

^***

−1.8160

^***

−4.8186

−7.9255

Viscera

−10.8043

^***

−0.9134

^***

−1.2442

Shell

8.9358

^***

0.4922

^**

9.7135

17.6678