Table 3 Spanning regression results of factors.

From: A factor pricing model based on double moving average strategy

 

Alpha

Mkt

SMB

VMG

PMO

SCL (1,3)

SCL (1,12)

R2

Mkt

1.765

 

−0.308

−0.717

−0.855

0.120

0.436

0.214

T value

3.352

 

−1.990

−4.353

−5.246

0.636

2.323

 

SMB

1.112

−0.059

 

−0.747

−0.036

0.020

0.541

0.578

T value

4.990

−1.990

 

−13.600

−0.481

0.242

7.302

 

VMG

1.119

−0.113

−0.618

 

0.000

−0.066

0.439

0.513

T value

5.590

−4.353

−13.600

 

−0.007

−0.890

6.351

 

PMO

0.652

−0.132

−0.029

0.000

 

0.328

−0.048

0.235

T value

3.141

−5.246

−0.481

−0.007

 

4.638

−0.644

 

SCL (1,3)

0.415

0.016

0.014

−0.055

0.276

 

0.660

0.614

T value

2.155

0.636

0.242

−0.890

4.638

 

12.762

 

SCL (1,12)

−0.602

0.056

0.366

0.358

−0.040

0.651

 

0.668

T value

−3.184

2.323

7.302

6.351

−0.644

12.762

  
  1. In this table, we apply spanning regression from one factor to others, for example, when we use Mkt as an explained variable, the others will be explanatory variables. In these regressions, we use short-term MA of 1 and long-term MA of 3, 6, 9, 12, 18, and 24, respectively, and we only show the Alpha with significant T value. Samples are from Jan 2002 to Jun 2020.