(1)

(2)

(3)

(4)

(5)

(6)

const

0.0186

0.0191

0.1584

0.1626

0.1551

0.1456

(3.0242)

(3.2748)

(5.1319)

(5.2002)

(4.7599)

(4.5150)

es

−0.0177

0.0043

−0.2268

−0.2092

−0.2739

−0.2613

(−0.1881)

(0.0352)

(−2.3241)

(−2.5070)

(−3.4313)

(−3.2308)

beta

−0.0033

0.0080

0.0076

0.0077

0.0083

(−0.5087)

(1.3360)

(1.3671)

(1.3509)

(1.4579)

size

−0.0059

−0.0062

−0.0057

−0.0055

(−4.5827)

(−4.7154)

(−4.2174)

(−4.0360)

bm

0.0031

0

0.0017

(0.7016)

(−0.0015)

(0.4000)

str

−0.0512

−0.0501

(−5.3068)

(−5.1993)

illiq

0.1090

(4.3550)

Avg. R2

0.0221

0.0399

0.0574

0.0675

0.0809

0.0832