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Table 3 BEKK-GARCH model

From: The implication of cryptocurrency volatility on five largest African financial system stability

 

BTC

ETH

XRP

S-Africa

Nigeria

Kenya

Egypt

Morocco

S-Africa

Nigeria

Kenya

Egypt

Morocco

S-Africa

Nigeria

Kenya

Egypt

Morocco

C11

0.432 (0.000)**

64.76 (0.000)**

0.250 (0.003)**

0.357 (0.055)*

0.432 (0.046)*

0.539 (0.000)**

0.452 (0.000)**

0.6472 (0.000)**

0.452 (0.027)*

0.532 (0.038)*

0.439 (0.030)*

0.067 (0.000)**

0.545 (0.042)*

0.967 (0.023)*

0.283 (0.080)*

C12

0.042 (0.081)*

0.002 (0.102)

0.001 (0.052)

0.046 (0.056)*

0.011 (0.010)**

0.042 (0.051)*

0.004 (0.054)*

0.018 (0.021)*

0.001 (0.065)

0.063 (0.551)

0.012 (0.031)*

0.040 (0.022)*

0.041 (0.138)

0.082 (0.022)*

0.013 (0.217)

C22

0.087 (0.000)**

0.012 (0.000)**

0.003 (0.180)

0.034 (0.00))**

0.092 (0.008)**

0.042 (0.083)

0.442 (0.001)**

0.042 (0.021)*

0.042 (0.03)*

0.436 (0.021)*

0.044 (0.022)*

0.027 (0.016)*

0.045(0.042)*

0.049 (0.022)*

0.052 (0.028)*

A11

0.426 (0.000)**

0.422 (0.000)*

0.346 (0.000)**

0.222 (0.000)**

0.435 (0.001)**

0.396 (0.030)**

0.178 (0.030)*

0.256 (0.003)**

0.378 (0.000)*

0.356 (0.003)*

0.183 (0.021)*

0.285 (0.031)*

0.258 (0.040)**

0.285 (0.031)*

0.258 (0.018)*

A21

0.083 (0.523)

0.005 (0.734)

0.002 (0.724)

0.042 (0.567)

0.038 (0.537)

0.056 (0.723)

0.052 (0.632)

0.042 (0.562)

0.052 (0.500)

0.042 (0.652)

0.042 (0.174)

0.005 (0.385)

0.021 (0.378)

0.065 (0.293)

0.034 (0.533)

A12

0.051 (0.020)*

0.054 (0.040)*

0.042 (0.064)*

0.004 (0.840)

0.008 (0.346)

0.069 (0.034)*

0.071 (0.028)*

0.046(0.054)*

0.001 (0.284)

0.046 (0.547)

0.068 (0.232)

0.053 (0.098)

0.064 (0.029)

0.053 (0.533)

0.064 (0.828)

A22

0.467 (0.020)**

0.487 (0.040)**

0.576 (0.003)*

0.510 (0.095)

0.376 (0.430)

0.541 (0.040)**

0.781 (0.038)*

0.561 (0.050)**

0.571 (0.040)*

0.494 (0.030)*

0.751 (0.031)*

0.671 (0.054)*

0.722 (0.025)

0.633 (0.086)

0.661 (0.134)

B11

0.292 (0.003)**

0.117 (0.010)**

0.534 (0.030)*

0.165 (0.007)**

0.432(0.002)**

0.539(0.000)**

0.402 (0.000)*

0.438(0.000)**

0.182(0.000)**

0.532 (0.030)*

0.354 (0.040)*

0.087 (0.00)*

0.545 (0.083)

0.067 (0.042)

0.511 (0.043)

B21

0.003 (0.678)

0.001 (0.190)

0.001 (0.089)*

 − 0.272 (0.090)

0.003 (0.491)

0.032 (0.761)

0.048 (0.451)

0.025 (0.551)

0.009 (0.674)

0.046 (0.971)

0.021 (0.431)

0.028 (0.792)

0.089 (0.138)

0.047 (0.752)

0.033 (0.138)

B12

 − 0.120 (0.039)*

0.068 (0.045)*

0.098 (0.021)**

0.008 (0.458)

 − 0.098 (0.871)**

0.028 (0.023)**

0.022 (0.050)*

0.122 (0.082)

0.154 (0.509)

0.004 (0.622)

0.053 (0.134)

0.008 (0.231)

0.154 (0.043)*

0.008 (0.531)

0.005 (0.743)

B22

0.629 (0.040)**

0.5928 (0.050)*

0.153 (0.034)**

0.468 (0.060)*

0.338 (0.080)

3.266 (0.000)*

0.518 (0.050)*

0.351 (0.041)*

0.428 (0.024)*

0.323 (0.000)*

0.443 (0.040)*

0.144 (0.022)*

0.282 (0.030)*

0.138 (0.120)

0.278 (0.250)

  1. Significant at: **1 and *5 percent levels; p values given in parentheses; the results of the estimated mean equation and constants of each variance are not reported for the sake of brevity, while A’s and B’s are the ARCH and GARCH co-efficient of the BEKK