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Finally, the blue line graphs are the reconstructed time sequence based on the approximated sign resulting from the decomposition. As talked about earlier than, to ascertain the suitable investment strategy, we decomposed the time sequence utilizing wavelet, after which reconstructed them using approximation coefficients at a scale of 1 to 6. The figures (1,2, and 3) present the outcomes. Figures 4, 5, and 6 show the Wavelet coherences among the completely different monetary methods. Second, the research sought to determine the main financial system before and throughout the Covid-19 pandemic disaster, and third, it was to determine a secure haven funding asset among the three types of currencies through the Covid-19 pandemic crisis and likewise determine whether there is any divarication investment opportunity among the three financial methods during and after the eventual end of the Convid-19 pandemic. Because the goal of the study was to find out the investment technique for various financial systems before and through the Covid-19 pandemic, and to ascertain the main financial system before and during covid-19 pandemic disaster. As illustrated in Figure 4, the diploma of affiliation between Bitcoin and usd gold price was insignificant for the interval before the pandemic within the horizon between 64 and 256 weeks, whereas in some of these between 64 and 128 weeks, we observe a powerful correlation through the pandemic, whereas In comparison, for 32- to 64-week sampling period, there have been three robust correlation periods in mid-2016, early-2018 and then from late-2018 which continued until the tip of the pattern interval.

In the short-time period, resembling an 8-week to early 32-week horizon, Bitcoin led at the start of the pandemic, earlier than beginning to observe gold for the remainder of the sample interval. However, for 8-week to 64-week horizon, either gold or Bitcoin doesn't appear to provide a safe haven for the opposite to restrict their exposure to market downturns in the pandemic intervals. This suggests that for Bitcoin and US greenback buyers, one can act for the opposite as a secure haven across totally different investor horizons to restrict their vulnerability to market disruptions throughout the Covid-19 pandemic. This helped us to determine whether or not these asset lessons, by way of having a relatively lower correlation, might provide a secure haven asset throughout a pandemic at numerous investment horizons. A protected haven is an asset that holds its value in extreme, unexpected occasions. Also, shopping for gold bullion is a direct funding in gold’s value, and every dollar change in the price gold of gold will proportionally change the value of one’s holdings. In this case of contrarian investment technique, it seems to be acceptable for the cryptocurrency market as Bitcoin worth may have reached its peak already, while investors have to be cautious about investing in gold through the Covid-19 crisis utilizing the contrarian strategy because the sharp spike in the volatility is indicative.

Hence, momentum funding strategy followers can invest in gold, whereas these with contrarian technique must be cautious in investing in Gold throughout the Covid-19 crisis as the sharp spike within the volatility is foretelling. Old, rare gold coins have what is named numismatic or "collector’s" worth above and past the underlying worth of the gold. 2006), which is the Gold market prices distribution with the worth of 1.019642. The positive skewness signifies a higher likelihood of a bigger improve in every variable than a decrease, while the destructive sign is reversed. Additionally, Table 1 exhibits that the kurtosis values of the daily prices for Dollar index and gold are distanced from normality because the range worth of the Kurtosis is more than threshold of 3 as advisable by Stock and Watson (2006). Further, the normality test by Jacque-Berra (2016) rejects the null hypothesis of regular distribution at 1% important level of for all variables.

Hence, we are able to conclude that the US greenback is just not a great choice for momentum investment technique during a crisis, while the long-run contrarian funding technique is extra advisable during disaster intervals because the dollar index drops sharply in a disaster, when investors can buy and hold until the disaster is over when then can then sell. As may be seen from Figure 1, an investor with momentum strategy can consider investing in Bitcoin market as its value index is going up trend-wise throughout the Covid-19 pandemic disaster. Overall, the findings of this research will offer an effective investment stagey in growing an effective portfolio diversification strategy among the three financial techniques for buyers within the forex market. The Sienna can also be the one minivan to supply all-wheel drive. It actually depends on how a lot money you want to spend and how much picture you need to portray as you drive around. In different phrases, reform the financial system that will remove the ability of banks to create cash and return this energy to public physique, working in the pursuits of socio- economic stability and as a whole carry vital advantages during intervals of crisis.

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