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Sensors 2021, 21, 6319 13 of 16 0.2 0.0 −0.2 −0.4 0.2 0.0 −0.2 −0.4 2019 2020 Date Q1 Q2 Q3 Q4 2021 2019 2020 Date Q1 Q2 Q3 Q4 2021 Figure 5. Classifications of BTC (top) and ETH (bottom) daily returns based on quartiles of daily gold prices predicted by the SVM model. The vertical dotted line represents the threshold between the pre-COVID-19 period (left) and ongoing COVID-19 period (right) to visualize its impact on the cryptocurrency return. Figure 6. Classifications of BNB (top) and ADA (bottom) daily returns based on quartiles of daily gold prices predicted by SVM model. The vertical dotted line represents the threshold between the pre-COVID-19 period (left) and ongoing COVID-19 period (right) to visualize its impact on the cryptocurrency return. 0.3 0.0 −0.3 −0.6 2019 2020 Date Q1 Q2 Q3 Q4 2021 0.25 0.00 −0.25 −0.50 −0.75 2019 2020 Date Q1 Q2 Q3 Q4 2021 ADA log−returns classifications BNB log−returns classifications ETH log−returns classifications BTC log−returns classificationsPDF Image | Predicting Cryptocurrency Returns Based on the Gold Prices
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