Notion doesn’t all the time match actuality. We suspected this can be the case with regards to the extensively held perception that Bitcoin is significantly extra risky than different asset lessons.
We examined our idea by revisiting Mieszko Mazur’s 2022 paper, “Misperceptions of Bitcoin Volatility.” On this weblog put up, we are going to focus on Mazur’s methodology, refresh his information, and illustrate why it’s finest to strategy the subject of Bitcoin volatility analytically and with an open thoughts.
The Starting
Bitcoin started its journey as an esoteric whitepaper revealed within the hinterlands of the World Broad Net in 2008. As of mid-2024, nevertheless, its market capitalization sits at a formidable ~$1.3 trillion, and it’s now the “poster little one” of digital belongings. “Valuation of Cryptoassets: A Information for Funding Professionals,” from the CFA Institute Analysis and Coverage Middle, evaluations the instruments out there to worth cryptoassets together with Bitcoin.
The specter of Bitcoin’s volatility from its early days looms massive and is omnipresent in any dialogue about its standing as a foreign money or its intrinsic worth. Vanguard CEO Tim Buckley lately dismissed the potential for together with the cryptoasset in long-term portfolios, saying that Bitcoin is simply too risky. Does his notion match actuality?
Mazur’s Findings
Mazur’s examine centered on the months previous, throughout, and after the March 2020 inventory market crash triggered by the COVID-19 disaster (e.g., the market crash interval). His key purpose was to discern Bitcoin’s comparative resilience and worth habits surrounding a market crash interval. He centered on three indicators: relative rating of each day realized volatility, each day realized volatility, and range-based realized volatility.
Right here’s what he discovered:
Relative Rating of Day by day Realized Volatility
- Bitcoin’s return fluctuations have been decrease than roughly 900 shares within the S&P 1500 and 190 shares within the S&P 500 in the course of the months previous, throughout, and after the March 2020 inventory market crash.
- Throughout the market crash interval, Bitcoin was much less risky than belongings like oil, EU carbon credit, and choose bonds.
Day by day Realized Volatility
- Over the previous decade, there was a major decline in Bitcoin’s each day realized volatility.
Vary-Primarily based Realized Volatility
- Bitcoin’s range-based realized volatility of Bitcoin was considerably larger than the usual measure, utilizing each day returns.
- Its range-based realized volatility was decrease than an extended listing of S&P 1500 constituents in the course of the market crash interval.
Do these conclusions carry over to the current day?
Our Methodology
We analyzed information from late 2020 to early 2024. For sensible causes, our information sources for sure belongings diverged from these used within the authentic examine and we selected to emphasise standardized percentile rankings for ease of interpretation. We examined the identical three indicators, nevertheless: relative rating of each day realized volatility1, each day realized volatility2, and range-based realized volatility3. As well as, for carbon credit, we used an ETF proxy (KRBN) as a substitute of the EU carbon credit Mazur utilized in his examine. BTC/USD was the foreign money pair analyzed.
Relative Day by day Realized Volatility: An Up to date View
In Exhibit 1, larger percentiles denote larger volatility with respect to the constituents of the S&P 1500. From November 2020 to February 2024, Bitcoin’s each day realized volatility rank equated to the ~eightieth percentile relative to the S&P 1500 on common.
Exhibit 1. Bitcoin’s Day by day Realized Volatility Percentile Rank vs. S&P 1500
For subsequent market crises, Bitcoin’s relative volatility rankings had larger peaks in comparison with the crash triggered by COVID-19 however related ranges for essentially the most half. Notably, as depicted in Exhibit 2, in Could 2020 and December 2022 Bitcoin was much less risky than the median S&P 1500 inventory.
Exhibit 2. Bitcoin’s Day by day Realized Volatility Throughout Market Shocks
Sources & Notes: Mazur (2022) and EODHD; the COVID-19 Crash ranks and each day realized volatility are derived instantly from the unique examine. Rank of 1 = highest volatility worth; percentiles are inverted such that larger percentiles = larger volatility worth.
Exhibit 3. Bitcoin’s Day by day Realized Volatility vs. Different Belongings Throughout Market Shocks
Sources and Notes: EODHD, FRED, S&P World, Tullet Prebon, and Yahoo! Finance; numbers are the utmost each day realized volatilities for the indicated time interval.
Absolute Day by day Realized Volatility: An Up to date View
True to Mazur’s findings, Bitcoin’s volatility continued to pattern downward and skilled progressively decrease peaks. Between 2017 and 2020, there have been a number of episodes of spikes that surpassed annualized volatility of 100%. Knowledge from 2021 onward painted a special image.
- 2021 peak: 6.1% (97.3% annualized) in Could.
- 2022 peak: 5.5% (87.9% annualized) in June.
- 2023 peak: 4.1% (65.7% annualized) in March.
Exhibit 4. Day by day Realized Volatility over Time
Supply: EODHD.
Vary-Primarily based Realized Volatility: An Up to date View
In keeping with Mazur’s findings, range-based realized volatility was 1.74% larger than each day realized volatility, although this was not completely shocking given our chosen calculation. Bitcoin’s range-based realized volatility was within the ~79th percentile relative to the S&P 1500 on common.
What’s fascinating, nevertheless, is that range-based realized volatility has not skilled a proportionate discount in excessive peaks over current years. The notably larger ranges of range-based in comparison with each day close-over-close realized volatility, mixed with media protection that emphasizes inter-day actions over longer time horizons, counsel that this discrepancy is a main issue contributing to the notion that Bitcoin is extremely risky.
Exhibit 5. Vary-Primarily based Realized Volatility over Time and Percentile Rating Relative to S&P 1500
Supply: EODHD. Be aware: Rank of 1 = highest volatility worth; percentiles are inverted such that larger percentiles = larger volatility worth.
Findings
Of all of Mazur’s conclusions, the discovering pertaining to Bitcoin’s relative each day realized volatility didn’t maintain up in our evaluation, as a result of its efficiency relative to different asset lessons throughout market shocks degraded. Conversely, most of Mazur’s findings, together with daily- and range-based realized volatility of Bitcoin, nonetheless maintain true.
Relative Rating of Volatility: Diminished in Power
- With respect to the market shocks that adopted the COVID-19 crash analyzed within the examine, Bitcoin’s each day realized volatility percentile rankings have been similar to the S&P 1500.
- Nevertheless, Bitcoin’s each day realized volatility was larger than nearly all chosen asset lessons and confirmed the best each day volatility throughout market shocks, aside from oil and carbon credit in the course of the Russia-Ukraine warfare.
Day by day Realized Volatility Over Time: Bolstered
- In keeping with Mazur’s findings, we discovered {that a} longer time horizon helps us scale back “cherry selecting.” As such, Bitcoin’s each day realized volatility has proven a gradual but clear decline over time, with decrease peaks noticed over the previous few years.
Vary-Primarily based Realized Volatility: Bolstered
- On common, month-to-month range-based realized volatility has been 1.74% larger than each day realized volatility since November 2020.
- Bitcoin’s range-based realized volatility was nonetheless decrease than a number of hundred names from the S&P 1500 on a mean month-to-month foundation.
Key Takeaways
Our replace of Mazur’s examine discovered that Bitcoin just isn’t as risky as perceived. This was evidenced by its percentile rankings in comparison with the constituents of the S&P 1500, the disparity between its each day realized and range-based realized volatility, and the gradual decline of its each day realized volatility over time.
With mainstream adoption of Bitcoin rising alongside additional laws, the notion of its volatility will proceed to evolve. This evaluation of Mazur’s analysis underscores the significance of approaching this matter analytically and with an open thoughts. Perceptions don’t all the time match actuality.
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