It can be observed that in the short term (2–4 and 4–8 day period band) there is no consistency in results; in some cases the null hypothesis can be rejected and in some cases it cannot. In the medium term there is more consistency in rejection of the null hypothesis in favour of bubble regime coherence values significantly exceeding the non-bubble regime values. In the long term, the proportion of instances exhibiting statistical significance reduces, with the majority of cases in the 256–512 band not being a rejection of the null hypothesis. This reduction of statistically significant differences when considering longer term periods further emphasises the point that it is the medium term in which coherences tend to strengthen during bubble regimes.
It remains to be seen if Decentraland turns into the next meme coin of choice for retail investors, but it has lately picked up some traction from Reddit users via threads.
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A look at funding rates across exchanges hints at excessive optimism, with traders going long on BTC en masse — a classic indicator of a correction.
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Wavelets are wavelike functions used to transform signals into a representation which has time and frequency domain components. Visually wavelets appear as wave-like oscillations with an amplitude that starts at zero, increases, then returns to zero. Another way to consider a wavelet is as a bandpass filter, which can be applied to a time series under investigation, letting through only components of the time series within a finite range of frequencies to different extents depending on the energy spectrum of the wavelet. Wavelets take the form:
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China is one market to impose strict regulation that impacted prices. In February 2018, the country blocked its citizens from accessing websites that offer cryptocurrency trading services, prompting a 15% fall in Bitcoin and 20% plunge for Ether. Similarly, in January 2018, Bitcoin’s price was hit by new South Korean legislation requiring traders to reveal their identity.
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The late 1990s and early 2000s saw the rise of more conventional digital finance intermediaries.