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In order to provide a methodology to detect bubbles in time series, Phillips, Wu, and Yu [23] proposed the supremum augmented Dickey-Fuller (SADF) test. This applies a series of right-tailed unit root tests to expanding windows of a time series (with a fixed start date), defined by where r2 is the final data point to be considered in each window, starting at r0 which is a fraction representing the smallest allowed window size and expanding to 1(the complete data set).

Other cryptocurrencies are also now strong investment options and the Shiba Inu-themed Dogecoin, whose symbol is DOGE, which was initially created as a joke, is now one of the best known tokens. It is now priced at ₹21.14, down from ₹21.83, a change of -3.15% in 24-hours. It’s market cap is currently ₹2.6T.
When bitcoin was rising last year, it seemed like a trend everyone from your grandmother to your barista was suddenly becoming hip to. Of course plenty of folks cautioned that it could be a bubble, but it’s always hard to realize such a thing when you’re in the midst of it. It’s free money, right? Why not get in on it? (Just don’t remortgage your house!)