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Table 12 Stepwise regression results

From: Heterogeneity in the volatility spillover of cryptocurrencies and exchanges

Variables

Δ/level

Coefficient

t-Statistics

Panel 1: BTC’s total volatility connectedness as dependent variable

Lagged RES_OE_BTC

Level

0.0000147**

(2.49)

Lagged LnVolBF

Δ

0.0000110**

(2.07)

Lagged RES_CB_BTC

Level

 − 0.0000133**

( − 2.29)

Lagged LnVolOE

Δ

 − 0.0000223**

( − 2.36)

_cons

 

0.00000351

(1.28)

R-squared

 

0.0271

 

Adj-r2

 

0.0188

 

Observations

 

472

 

Panel 2: ETH’s total volatility connectedness as dependent variable

Lagged LnGSCI_Energy

Δ

0.000281*

(1.67)

Lagged lnRV_BN_ETH

Δ

 − 0.000284***

( − 2.61)

Lagged lnRV_OE_ETH

Δ

0.000234**

(2.16)

Lagged LnVolCB

Δ

0.0000281***

(2.60)

Lagged Lnbt_ETH

Level

 − 0.000532**

( − 2.04)

Lagged RES_CB_ETH

Level

 − 0.0000214***

( − 3.20)

Lagged RES_BN_ETH

Level

0.0000219***

(3.20)

_cons

 

0.000111**

(2.06)

R-squared

 

0.0596

 

Adj-r2

 

0.0454

 

Observations

 

472

 

Panel 3: LTC’s total volatility connectedness as dependent variable

Lagged LnTotal_ltc

Δ

 − 0.202***

( − 4.20)

Lagged LnPV_OE

Δ

 − 0.00000734**

( − 2.57)

Lagged LnPV_LTC

Δ

0.0000306**

(2.22)

_cons

 

0.00000131

(0.80)

R-squared

 

0.068

 

Adj-r2

 

0.062

 

Observations

 

472

 
  1. (1) Three panels are estimated in OLS with heteroscedasticity and autocorrelation corrected (HAC) standard errors on daily data to overcome the heteroscedasticity and serial correlation in OLS
  2. (2) The t statistics are reported in parentheses
  3. *, **, *** denote the significance at the 10%, 5% and 1% levels