There is a lot of volatility in the cryptocurrency space due to the industry’s newness. Investors are seeking to experiment with their money to generate riches quickly and figure out how cryptocurrency prices vary and whether they can affect them.
At each point information from neighbouring data is used. As the time series considered are finite, the areas at the start and end of the data (especially at higher period bands) will not have all the data required. One solution to make computation possible, chosen here, is to pad the time series with zeros where required. However, the zero padding will impact the reliability of the results. It is standard to use a cone of influence to represent this difference in reliability of results. Pale colours represent those areas outside the cone of influence with less reliable results (as seen on Fig 3). Higher period bands require more data for computation resulting in the cone shape.

The value of cryptocurrency is also driven by scarcity. This alludes to the cryptocurrency’s finite mechanism. The Bitcoin protocol sets the maximum amount of BTC that can be mined at 21 million. Therefore, as more people enter the crypto space, Bitcoin’s scarcity will inevitably increase, causing its price to increase. Some coins also use the burning mechanism to increase their value by destroying a portion of the supply.
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