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Table 11 Co-explosive analysis with control variables

From: Speculative bubbles and herding in cryptocurrencies

 

BTC

ETH

XRP

ADA

DOGE

LTC

LINK

VET

THETA

TRX

BTCt−1

 

0.087a (0.002)

−0.067b (0.019)

0.014 (0.700)

0.023 (0.393)

0.102a (0.002)

 

−0.019 (0.519)

0.158a (0.000)

−0.012 (0.670)

ETHt−1

0.213a (0.000)

 

0.055 (0.207)

0.043 (0.325)

0.034 (0.135)

−0.029 (0.355)

 

−0.043 (0.284)

−0.203a (0.000)

0.032 (0.315)

XRPt−1

−0.052 (0.534)

0.174a (0.000)

 

−0.053 (0.596)

0.157a (0.000)

0.059 (0.120)

    

ADAt−1

−0.031 (0.443)

0.014 (0.574)

−0.037 (0.353)

 

−0.040 (0.118)

−0.059b (0.025)

 

0.034 (0.411)

−0.067c (0.083)

0.070a (0.003)

DOGEt−1

0.053 (0.315)

0.047c (0.078)

−0.040 (0.354)

−0.053 (0.253)

 

0.121a (0.002)

 

−0.032 (0.488)

0.004 (0.951)

0.034 (0.147)

LTCt−1

0.235 (0.315)

0.082b (0.015)

0.140a (0.000)

0.098 (0.167)

0.099a (0.000)

  

0.146b (0.021)

0.202b (0.010)

0.011 (0.784)

LINKt−1

       

−0.029 (0.575)

0.231a (0.000)

0.087a (0.002)

VETt−1

−0.068 (0.111)

−0.005 (0.910)

0.053 (0.113)

0.048 (0.227)

−0.101b (0.012)

0.043c (0.075)

0.048 (0.296)

 

0.013 (0.811)

−0.016 (0.688)

XLMt−1

−0.212 (0.247)

−0.273a (0.000)

−0.053 (0.180)

−0.074 (0.463)

−0.177a (0.002)

−0.078 (0.121)

    

THETAt−1

0.106a (0.000)

−0.077 (0.567)

 

−0.060b (0.031)

0.024 (0.256)

−0.017 (0.420)

0.015 (0.584)

−0.012 (0.614)

 

0.016 (0.510)

TRXt-1

0.116b (0.019)

−0.023 (0.567)

0.041 (0.276)

0.261a (0.000)

0.063b (0.025)

−0.041 (0.211)

0.036 (0.491)

0.006 (0.919)

0.191a (0.001)

 

Lagged returnt−1

0.100 (0.151)

0.020 (0.344)

0.004 (0.518)

−0.007 (0.680)

0.002 (0.747)

0.013 (0.599)

0.058b (0.033)

0.009 (0.510)

0.050a (0.005)

0.003 (0.830)

Volumet−1

−0.114 (0.226)

0.343a (0.001)

0.135a (0.002)

0.218a (0.000)

0.081a (0.000)

−0.173b (0.011)

0.156a (0.000)

0.041 (0.431)

0.281a (0.000)

0.003 (0.939)

Google Trendt−1

0.173a (0.000)

0.018 (0.243)

0.001 (0.932)

0.016 (0.267)

−0.012 (0.538)

0.052a (0.003)

0.037a (0.000)

0.086a (0.000)

0.068b (0.026)

0.053a (0.001)

Market returnt−1

−0.045 (0.194)

0.013 (0.346)

−0.002 (0.641)

0.010 (0.562)

0.014c (0.087)

−0.007 (0.633)

−0.035 (0.133)

0.001 (0.969)

0.000 (0.997)

0.003 (0.849)

Volatilityt−1

−0.029 (0.387)

−0.045a (0.001)

−0.006 (0.430)

0.027 (0.175)

0.012 (0.145)

0.028b (0.038)

−0.019 (0.423)

0.003 (0.810)

0.008 (0.632)

0.023a (0.008)

R-squared

0.401

0.609

0.504

0.506

0.668

0.537

0.256

0.286

0.423

0.433

  1. a, b, and c represent the significance level of 1, 5, and 10 percent level, respectively
  2. P-values are in the parenthesis