Descriptive statistics descriptive statistics of FinTech index and expectile value-at-risk (EVaR) for conventional banks in MENA countries
| Countries | Variable | Mean | Median | Maximum | Minimum | Std. dev | Skewness | Kurtosis | Jarque-Bera | Prob |
|---|---|---|---|---|---|---|---|---|---|---|
| Bahrain | FinTech Index | 89.51 | 90.94 | 125.89 | 54.49 | 19.19 | −0.19 | 4.82 | 4.05 | 0.078 |
| EVaR | 2.06 | 4.6 | 34.99 | −34.43 | 1.42 | −0.34 | 3.15 | 4.52 | 0.186 | |
| Egypt | FinTech Index | 158.47 | 153.82 | 181.08 | 126.43 | 19.42 | 0.02 | 5.34 | 10.78 | 0.149 |
| EVaR | 3.94 | −0.04 | 37.44 | −20.53 | 1.31 | 0.14 | 4.97 | 10.19 | 0.022 | |
| UAE | FinTech Index | 89.12 | 79.35 | 112.44 | 49.46 | 15.45 | −0.56 | 5.26 | 13.17 | 0.122 |
| EVaR | 2.73 | 8.68 | 23.83 | −26.07 | 0.53 | −0.13 | 3.17 | 11.75 | 0.059 | |
| Jordan | FinTech Index | 179.48 | 178.4 | 213.73 | 152.81 | 14.55 | 1.28 | 4.09 | 8.18 | 0.153 |
| EVaR | 4.17 | 12.13 | 31.29 | −35.57 | 0.8 | 0.6 | 4.5 | 2.61 | 0.195 | |
| Kuwait | FinTech Index | 162.31 | 160.86 | 198.97 | 141.61 | 22.2 | 0.3 | 5.3 | 5.0 | 0.048 |
| EVaR | 4.41 | 6.51 | 26.66 | −19.4 | 0.8 | −0.68 | 2.57 | 5.16 | 0.19 | |
| Pakistan | FinTech Index | 149.04 | 147.43 | 179.66 | 114.62 | 24.9 | 1.12 | 4.29 | 9.94 | 0.193 |
| EVaR | 2.28 | −2.39 | 41.62 | −26.29 | 1.37 | −1.16 | 4.42 | 8.31 | 0.193 | |
| Qatar | FinTech Index | 159.82 | 169.61 | 180.56 | 136.5 | 25.91 | 0.33 | 3.59 | 11.34 | 0.016 |
| EVaR | 1.65 | −4.18 | 33.23 | −29.57 | 0.58 | 0.42 | 3.47 | 4.04 | 0.15 | |
| Saudi Arabia | FinTech Index | 170.51 | 164.4 | 204.38 | 133.51 | 10.76 | −0.14 | 2.56 | 4.51 | 0.185 |
| EVaR | 2.89 | 8.45 | 39.84 | −17.71 | 0.34 | −0.65 | 5.43 | 13.02 | 0.044 | |
| Tunisia | FinTech Index | 137.36 | 134.33 | 172.33 | 111.91 | 29.37 | −0.17 | 4.34 | 11.17 | 0.099 |
| EVaR | 1.52 | 8.33 | 29.43 | −30.65 | 1.39 | 0.53 | 5.27 | 10.86 | 0.133 | |
| Turkey | FinTech Index | 140.05 | 133.38 | 163.65 | 107.2 | 14.03 | 0.7 | 3.45 | 13.63 | 0.15 |
| EVaR | 3.77 | −5.48 | 27.26 | −33.15 | 1.04 | 0.09 | 4.91 | 4.2 | 0.143 |
| Countries | Variable | Mean | Median | Maximum | Minimum | Std. dev | Skewness | Kurtosis | Jarque-Bera | Prob |
|---|---|---|---|---|---|---|---|---|---|---|
| Bahrain | FinTech Index | 89.51 | 90.94 | 125.89 | 54.49 | 19.19 | −0.19 | 4.82 | 4.05 | 0.078 |
| EVaR | 2.06 | 4.6 | 34.99 | −34.43 | 1.42 | −0.34 | 3.15 | 4.52 | 0.186 | |
| Egypt | FinTech Index | 158.47 | 153.82 | 181.08 | 126.43 | 19.42 | 0.02 | 5.34 | 10.78 | 0.149 |
| EVaR | 3.94 | −0.04 | 37.44 | −20.53 | 1.31 | 0.14 | 4.97 | 10.19 | 0.022 | |
| UAE | FinTech Index | 89.12 | 79.35 | 112.44 | 49.46 | 15.45 | −0.56 | 5.26 | 13.17 | 0.122 |
| EVaR | 2.73 | 8.68 | 23.83 | −26.07 | 0.53 | −0.13 | 3.17 | 11.75 | 0.059 | |
| Jordan | FinTech Index | 179.48 | 178.4 | 213.73 | 152.81 | 14.55 | 1.28 | 4.09 | 8.18 | 0.153 |
| EVaR | 4.17 | 12.13 | 31.29 | −35.57 | 0.8 | 0.6 | 4.5 | 2.61 | 0.195 | |
| Kuwait | FinTech Index | 162.31 | 160.86 | 198.97 | 141.61 | 22.2 | 0.3 | 5.3 | 5.0 | 0.048 |
| EVaR | 4.41 | 6.51 | 26.66 | −19.4 | 0.8 | −0.68 | 2.57 | 5.16 | 0.19 | |
| Pakistan | FinTech Index | 149.04 | 147.43 | 179.66 | 114.62 | 24.9 | 1.12 | 4.29 | 9.94 | 0.193 |
| EVaR | 2.28 | −2.39 | 41.62 | −26.29 | 1.37 | −1.16 | 4.42 | 8.31 | 0.193 | |
| Qatar | FinTech Index | 159.82 | 169.61 | 180.56 | 136.5 | 25.91 | 0.33 | 3.59 | 11.34 | 0.016 |
| EVaR | 1.65 | −4.18 | 33.23 | −29.57 | 0.58 | 0.42 | 3.47 | 4.04 | 0.15 | |
| Saudi Arabia | FinTech Index | 170.51 | 164.4 | 204.38 | 133.51 | 10.76 | −0.14 | 2.56 | 4.51 | 0.185 |
| EVaR | 2.89 | 8.45 | 39.84 | −17.71 | 0.34 | −0.65 | 5.43 | 13.02 | 0.044 | |
| Tunisia | FinTech Index | 137.36 | 134.33 | 172.33 | 111.91 | 29.37 | −0.17 | 4.34 | 11.17 | 0.099 |
| EVaR | 1.52 | 8.33 | 29.43 | −30.65 | 1.39 | 0.53 | 5.27 | 10.86 | 0.133 | |
| Turkey | FinTech Index | 140.05 | 133.38 | 163.65 | 107.2 | 14.03 | 0.7 | 3.45 | 13.63 | 0.15 |
| EVaR | 3.77 | −5.48 | 27.26 | −33.15 | 1.04 | 0.09 | 4.91 | 4.2 | 0.143 |
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