Estimated Coefficients

Method

γ

ACTmo

Contacts

Jail

MEDC

WAI

EMP

DAI

EmpSC

SubSC

FunSC

DACTS

Lasso

-

-0.014

0.0070

-0.11

0.086

-0.057

-0.32

-0.026

0.17

0.096

0.18

0.33

BLARS

0.01

-0.014

0.0070

-0.11

0.086

-0.057

-0.32

-0.026

0.17

0.096

0.18

0.33

 

0.02

-0.012

0.0069

-0.15

0.091

-0.060

-0.35

-0.046

0.17

0.090

0.18

0

 

0.04

-0.012

0.0067

0

0

-0.055

-0.29

-0.070

0.17

0.100

0.19

0

 

0.10

-0.011

0.0074

0

0

0

0

0

0

0.112

0.20

0

 

0.20

-0.010

0

0

0

0

0

0

0

0.101

0.21

0

 

0.50

-0.015

0

0

0

0

0

0

0

0

0

0

 

1.00

0

0

0

0

0

0

0

0

0

0

0

Table 8: Optimal Lasso and BLARS models for different γ values using Cp as the model selection riterion.