Correlation Between BTC and DXY
Güncellendi
Previously, I’ve demonstrated that, oftentimes, there exists a strong positive correlation between the BTC price and the NASDAQ 100 Technology Sector (NDXT) price suggesting that knowledge of the BTC price allows one to predict the NDXT price with a reasonable degree of accuracy and vice versa.
The purpose here is to test the notion that when the US dollar is strong, BTC is weak and vice versa. To test this notion, I plotted the BTC closing price (purple solid line) and the US Dollar Currency Index (DXY) closing price (black solid line) on the daily time frame. The DXY closing price was used here as an index of the degree of US dollar strength. Based on visual inspection of the upper panel of the chart, there are time periods during which there exists a strong positive correlation, time periods during there exists little to no relationship, and time period during which there exists a strong negative correlation.
Given in the lower panel is the Pearson correlation coefficient value over time (red, white, and red solid line), the 95% confidence interval for the correlation coefficient (boundaries of the confidence interval is given by the solid cyan lines), the lower limit of the correlation coefficient (lower limit = -1.0, inverse relationship, white dotted line), upper limit for the correlation coefficient (upper limit = +1.0, direct relationship, white dotted line), and probability value (P value, yellow histogram) for the correlation coefficient. Note that the correlation coefficient is considered statistically significant (i.e., highly unlikely to be due to chance) when the P value is less than 0.05.
When the correlation coefficient line is green, there is a statistically significant positive correlation between the BTC price and the DXY price.
When the correlation coefficient line is red, there is a statistically significant negative correlation between the BTC price and the DXY price.
When the correlation coefficient is white, there is no meaningful relationship between the BTC price and the DXY price.
An important caveat to note: Each Pearson’s correlation coefficient is calculated on 20 days of price data.
Interestingly, from Jan 1, 2022 to the present the DXY price has increased by greater than 44%. During the same time interval, the BTC price has decreased by greater than 14%
The Correlation with P-Value and Confidence Interval indicator is by @balipour.
This is not financial advice. I am not your financial advisor. This is my opinion.
The purpose here is to test the notion that when the US dollar is strong, BTC is weak and vice versa. To test this notion, I plotted the BTC closing price (purple solid line) and the US Dollar Currency Index (DXY) closing price (black solid line) on the daily time frame. The DXY closing price was used here as an index of the degree of US dollar strength. Based on visual inspection of the upper panel of the chart, there are time periods during which there exists a strong positive correlation, time periods during there exists little to no relationship, and time period during which there exists a strong negative correlation.
Given in the lower panel is the Pearson correlation coefficient value over time (red, white, and red solid line), the 95% confidence interval for the correlation coefficient (boundaries of the confidence interval is given by the solid cyan lines), the lower limit of the correlation coefficient (lower limit = -1.0, inverse relationship, white dotted line), upper limit for the correlation coefficient (upper limit = +1.0, direct relationship, white dotted line), and probability value (P value, yellow histogram) for the correlation coefficient. Note that the correlation coefficient is considered statistically significant (i.e., highly unlikely to be due to chance) when the P value is less than 0.05.
When the correlation coefficient line is green, there is a statistically significant positive correlation between the BTC price and the DXY price.
When the correlation coefficient line is red, there is a statistically significant negative correlation between the BTC price and the DXY price.
When the correlation coefficient is white, there is no meaningful relationship between the BTC price and the DXY price.
An important caveat to note: Each Pearson’s correlation coefficient is calculated on 20 days of price data.
Interestingly, from Jan 1, 2022 to the present the DXY price has increased by greater than 44%. During the same time interval, the BTC price has decreased by greater than 14%
The Correlation with P-Value and Confidence Interval indicator is by @balipour.
This is not financial advice. I am not your financial advisor. This is my opinion.
Not
Plotted here is the DXY price in the daily time frame with the Bad Ass Bollinger Bands (BA BBs) and Phoenix Ascending (PA) indicator. The BA BBs and PA are by @WyckoffMode.
Since Mar 31, 2022, we have observed a modest rally for the DXY, indicating continued increased strength of the US dollar. The DXY appears to be approaching a long-term resistance cluster.
According to one scenario (blue line), which is compatible with the BA BBs and PA indicator, the DXY could continue to increase in strength and push up to the long-term resistance cluster (sooner rather than later) be rejected, and show some weakness after being rejected.
According to a second scenario (green line), also compatible with the BA BBs and PA indicator, the DXY could show some weakness in the short-term, falling to the BB basis or just below the BB basis (yellow dotted line, 20 day moving average), before pushing up toward the long-term resistance cluster.
The BTC price would be expected to move along a path that is approximately the inverse that of the DXY.
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