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Meanwhile, crypto based stocks alternative line of research defends a more speculative role for this cryptocurrency. Bitcoin price booms and crashes motivated Cheah and Fry to study whether Bitcoin could be developing speculative bubbles, finding that Bitcoin prices contain a substantial speculative bubble component Dowd,and that the fundamental value of this cryptocurrency is zero.

Other authors investigating the possible existence of speculative bubbles in the formation of Bitcoin prices are Corbet et al. Using as underlying fundamentals of read more Bitcoin price, the blockchain position, the hash rate and liquidity as measured by the volume of daily transactions, they find that Bitcoin goes through some bubble periods.

In turn, the volatility of this cryptocurrency has been criticized. In their study on the discovery of Bitcoin prices, Brandvold et al. Similarly, Eom et al. These same authors suggest that these findings support the literature that finds that Bitcoin has characteristics of speculative assets.

Another study that defends the role of Bitcoin as a speculative asset is that of Baur et al. Crypto based stocks authors analyse whether Bitcoin is crypto based stocks medium of exchange or a speculative asset, showing how Bitcoin is used mainly as a speculative investment and not as a simple medium of exchange.

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Based on the above proposition, the aim of our research is to study whether Bitcoin acts as a means of exchange, a safe-haven value or refuge or a speculative asset. To study the influence of EPU on the returns and volatility of Bitcoin and gold, we extracted daily data of EPU, Bitcoin and gold for the period spanning from 19 July to 11 April Figure 1 shows the evolution of Crypto based stocks for the period that is under study.

Figure crypto based stocks shows the evolution of Bitcoin's price, highlighting its high growth during and subsequent fall in Figure 3 shows the evolution of the price of gold, highlighting how the highest gold prices occurred between anda period in which the effects of crypto based stocks global financial crisis were still being felt.

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To study volatility, we chose two proxy measures to account for the lack of consensus on the more appropriate volatility proxy as well as the possible sensitivity check this out the results to the choice of proxy.

This estimator, based on the differences between high and low prices, is considered much less noisy than squared yields Huisman et al. Table I shows the descriptive statistics of the EPU levels, the returns and volatility of Bitcoin and the returns and volatility of the gold. It crypto based stocks how gold returns show the highest dispersion measured by its coefficient of variation CVfollowed by Bitcoin's returns, reaching maximum daily returns of 5.

As for asymmetry and kurtosis, their coefficients reveal that all the analysed variables are biased and have a leptokurtic distribution, especially marked in the Bitcoin returns. Crypto based stocks findings clearly show that the distributions of these variables are not normal, so they provide a good motivation crypto based stocks apply a quantile-based approach to adapt to extreme values.

Coin / Name Market Cap Dominance Trading Volume Volume / Market Cap Change 24H Price
NWC $131,190 2.79% 0.0697 +0.34% $25.453687
Pirate Chain $885,302 10.69% 0.031 -0.54% $4.637294
Guaranteed Entrance Token $673,341,109 8.47% 0.0590 +0.13% $1.608954
SunContract $341,503 1.69% 0.0323 -0.52% $6.806859
POT $9,216 6.67% 0.0299 -0.10% $19.763205
Verasity $478,205 10.92% 0.0877 +0.38% $3.818183
Decentralized Vulnerability Platform $588,188,793 5.37% 0.0335 -0.70% $1.294342
CVNT $505,891,616 8.35% 0.0570 +0.22% $4.163117
Verasity $524,823,470 4.48% 0.0305 +0.57% $28.216782
CHSB $4,253,817 6.28% 0.0911 +0.46% $6.298305
Emercoin $565,923,952 4.67% 0.0652 -0.55% $3.704347
OpenChat $665,222 7.64% 0.0849 -0.71% $4.754
SXP $724,889 5.40% 0.0390 +0.17% $10.571373
CVCOIN $146,556,196 9.53% 0.0667 +0.87% $10.758771
VeriBlock $723,271,780 9.13% 0.092 -0.13% $1.25357
Acute Angle Cloud $201,600 3.55% 0.0418 +0.13% $27.85254
Carry $512,792 3.26% 0.0231 -0.82% $3.213932
SNC $893,728,648 3.28% 0.0613 +0.50% $0.468245
Stratis $319,988,932 2.23% 0.0123 +0.95% $8.35771
THEKEY Token $567,479,914 5.28% 0.0251 -0.47% $4.685812
CEL $257,782,893 1.42% 0.0526 +0.48% $20.94888
Chainlink $867,127,970 9.90% 0.0582 +0.66% $6.18462
Neumark $252,994,928 1.37% 0.0570 +0.81% $1.102949
HTML $172,390 7.96% 0.0597 +0.19% $9.849622
PROM $624,728,747 5.19% 0.0599 +0.50% $0.605620
IOST $562,879,316 6.57% 0.0293 -0.85% $40.788794
PERL $660,235 1.72% 0.0932 -0.73% $22.882303
Zilla $428,813,735 6.43% 0.0582 +0.34% $4.35703
ETP $104,550 5.39% 0.0325 -0.81% $38.124666
GRS $684,140 0.90% 0.0368 -0.59% $33.772175
VeChain $803,228,263 3.23% 0.0831 -0.24% $37.256949
Sociall $16,734 0.71% 0.04 -0.84% $37.817372
Zilliqa $128,108,269 2.58% 0.0110 -0.77% $7.6711
NEBL $31,711 9.83% 0.0973 +0.59% $18.337495
Okex $147,498 1.68% 0.0374 -0.69% $10.377886
PolySwarm $489,889,782 4.12% 0.0883 -0.95% $49.75836
OMNI $75,559,107 2.92% 0.0322 -0.73% $9.274705
XDNA $410,399 3.28% 0.033 +0.60% $10.569170
Factom $403,808,346 8.51% 0.0158 -0.94% $3.827928
LEVL $17,496 3.47% 0.0653 +0.19% $2.259326
NEC $601,833,718 7.48% 0.0917 +0.59% $27.191999
KLAY $285,457 6.62% 0.0296 -0.31% $2.797757
ZYN $344,117 3.71% 0.0874 +0.26% $0.911555
HedgeTrade $838,779 2.55% 0.0633 +0.19% $6.354540
Cindicator $552,552,180 9.65% 0.080 -0.26% $9.715116
BLOCKv $375,891,451 5.94% 0.0243 +0.81% $24.986557
SC $658,562,572 6.16% 0.0939 +0.26% $16.87953
Origo $176,671,882 2.22% 0.0880 +0.40% $17.733606
Snowgem $621,384 8.22% 0.052 +0.98% $20.300259
Particl $754,782,653 8.82% 0.099 -0.98% $28.758672
SENSO $805,788 8.92% 0.0781 -0.10% $15.35863
SNGLS $816,643,647 4.88% 0.0397 -0.27% $8.49718
Aion $858,868 9.20% 0.0438 +0.11% $0.44846
TokenPay $813,490 0.74% 0.0660 -0.61% $6.877357
Invictus Hyperion Fund $37,905 2.41% 0.0234 -0.23% $19.929412
Aeternity $811,960 8.74% 0.0962 +0.25% $48.645481
Snowgem $685,944,717 3.24% 0.025 +0.25% $32.668208
Hyperion $746,679,866 1.97% 0.0100 -0.13% $6.475882
HOTT $260,807,227 0.22% 0.0653 -0.93% $7.342749
BUMO $436,917 4.63% 0.0104 -0.25% $33.78328
NEXO $56,609 7.62% 0.0257 -0.45% $8.763621
Humaniq $833,602,515 8.27% 0.0975 -0.81% $36.169507
Penta $89,529,284 10.75% 0.0197 -0.76% $5.544873
Loom Network $839,510,585 1.83% 0.0687 +0.29% $4.452887
SwftCoin $229,198,936 7.84% 0.0926 +0.25% $15.204620
Decentraland $277,471 6.30% 0.0586 +0.45% $7.1387
AirSwap $470,948,344 9.71% 0.0470 -0.11% $22.943506
Theta $680,278 3.32% 0.0989 +0.59% $5.96796
Tachyon Protocol $24,630,327 10.60% 0.0415 +0.13% $49.918234
CMT $261,616,477 0.42% 0.0313 -0.85% $11.33354

We used simple linear regression with ordinary least squares to study the influence of EPU on the conditional expectation of the returns and volatility of Bitcoin and gold and quantile regression to crypto based stocks the influence of EPU on the here quantiles of the return and volatility crypto based stocks Bitcoin and gold. Our descriptive analysis shows that the variables under the study are not normal, with long tails to the right and high kurtosis.

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This suggests the appropriateness of applying a quantile-based approach. At the same time, since the here of this study is to analyse whether Bitcoin behaves as a speculative asset or as a safe haven crypto based stocks as gold is often considered — it is interesting to evaluate the impact of EPU on the returns and volatility of Bitcoin and gold in the most extreme quantiles.

Based on the definition of EPU, a more significant impact of EPU could be expected on the returns and volatility of Bitcoin and gold in its higher values when the feeling of investor insecurity is stronger.

In addition, an advantage of quantile r egression with respect to simple linear regression with ordinary least squares is that quantile regression estimates are more robust with crypto based stocks to extreme values in response measurements Koenker, We studied the influence of EPU on the returns and volatility of Bitcoin and gold with linear regression with ordinary least squares and quantile regression.

The crypto based stocks linear regression model was used to analyse the influence of EPU on Bitcoin returns. However, there is a positive and significant influence of EPU crypto based stocks gold returns.

These results suggest that the uncertainty generated by governments and central banks has no explanatory power over Bitcoin returns. Based on this result, it could not be said that Bitcoin acts as crypto based stocks safe haven or hedge for the uncertainty surrounding the economic system.

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See more goal of this work is to determine whether Bitcoin behaves as a safe-haven asset. It is evaluated whether, when compared with the evolution of EPU, Bitcoin's returns and volatility show behaviours typical of safe havens or rather, those of conventional speculative assets.

When faced with an increase in EPU, safe havens — such as gold — can be expected to increase their returns and volatility, while conventional speculative assets will increase their volatility and reduce their returns. This study uses simple linear crypto based stocks and quantile regression models on a daily data sample from 19 July to 11 Aprilto crypto based stocks the influence of EPU on the returns and volatility of Bitcoin and gold.

Bitcoin's returns and volatility increase during more uncertain times, just like gold, showing that Bitcoin acts not only as a means of exchange but also shows characteristics of investment assets, specifically of safe havens. These findings provide useful information to investors by allowing Bitcoin to be considered as a tool to protect savings in times of economic uncertainty and to diversify portfolios. This study complements and expands current research by aiming to answer the question of whether Crypto based stocks is a simple speculative asset or a safe haven.

The most significant contribution is to show that Bitcoin is not a mere speculative asset but behaves like a safe haven. Paule-Vianez, J.

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Is Bitcoin a safe-haven asset? Published by Emerald Publishing Limited. Anyone may reproduce, distribute, translate and create derivative works of this article for both commercial and crypto based stocks purposessubject to full attribution to the original publication and authors.

This rapid increase has motivated a growing interest in the literature to understand the economic and financial determinants that may influence Bitcoin's price Demir et al.

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Several studies argue crypto based stocks in times of economic instability and low confidence crypto based stocks common economic and financial structures, the attractiveness of Bitcoin increases Bouri et al. In this line, it has been argued that Bitcoin could act as a solution to the inefficiency of these structures by using it as a hedging instrument against the stock market Dyhrberg, ; Bouri et al.

Although the possibility of Bitcoin acting as a hedging and safe-haven instrument against economic uncertainty has been suggested, Bitcoin is not exempt from criticism.

Its speculative nature Cheah and Fry, here Baur et al. Is it a simple means of exchange and a store of value, a speculative asset or a safe haven?

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Consequently, the purpose of our research is to study the role that Bitcoin plays when confronted with Economic Policy Uncertainty EPU. Can it act as a hedge or safe haven in the face of economic uncertainty due to its independence from the existing economic and financial system or crypto based stocks it be considered as a speculative asset due to its high volatility?

This is one of the first studies that evaluates the role played by Bitcoin taking into account the return and volatility behaviour of this cryptocurrency in the face of variations in EPU. This approach to determine the role played by Bitcoin is adequate because 1 the influence of EPU on the volatility of Bitcoin allows us to determine whether this cryptocurrency can be considered as a simple means of exchange or as an investment asset and 2 the impact of EPU on the return of this cryptocurrency allows us to determine whether Bitcoin can be crypto based stocks as a simple speculative asset or as a refuge value.

It could be expected that when investors are faced with uncertainty regarding future fiscal, regulatory and monetary policies, hedges source safe-haven assets will increase their returns and volatility crypto based stocks typical speculative assets will increase their crypto based stocks but reduce their returns.

Likewise, another important contribution of this study is the distinction of the influence of Crypto based stocks in the return and volatility of Bitcoin by quantiles, being outstanding to know the behaviour of the return and volatility of Bitcoin against EPU in times of greater and lesser EPU.

By using the EPU measure of Baker et al. These results demonstrate that Bitcoin does not act as a simple means of exchange, the cryptocurrency miner for mint purpose for which it was created, but rather that it presents characteristics of investment assets, specifically of safe havens.

These findings allow investors to consider this asset as a tool to protect their here in times of economic uncertainty and build diversified portfolios including Bitcoin.

In Section 2we review the existing literature in our area of study. Section 3 lays forth the data used for our research.

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In Section 4we discuss our methodological choices. Section 5 contains our results and crypto based stocks into Section 6where we examine and explain the conclusions of the study. Since its launch, Bitcoin has attracted the attention of professionals, academics and the media due to its exclusive decentralized crypto based stocks system based on Blockchain technology Wang et al. One of the issues that have generated the most interest is the understanding of Bitcoin price determinants.

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Thus, several crypto based stocks have tried to explain crypto based stocks predict the price of Bitcoin, such as Kristoufek demonstrates that it is difficult to explain Bitcoin prices using standard financial theory, and Aalborg et al. This lack of understanding of the formation of Bitcoin prices has generated a debate around its role. The fact that Bitcoin is a decentralized currency, independent of sovereign governments, centralized institutions and banking systems Fang et al.

In this way, it becomes possible for Crypto based stocks to act as an instrument for hedges or safe havens in the face of loss of confidence in the economic system. However, its speculative nature Cheah and Fry, ; Baur et al.

Is it acting as an exchange instrument or rather, as a simple speculative asset?

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In this line, several works have tried to explain its role by relating its behaviour to stocks Bouri et al. The great recovery capacity of Bitcoin during periods of turbulence has suggested the possibility of crypto based stocks cryptocurrency acting as a hedging instrument and a safe haven against global uncertainty Selmi et al.

According to WeberBitcoin benefited from the uncertain economic environment that followed the crisis. During these periods of turbulence, many saw Bitcoin as a safe haven against the uncertainty surrounding conventional banking and economic systems Bouri et al.

In addition, crypto based stocks low crypto based stocks costs contributed to an increase in the demand for Bitcoins Ciaian et al. Based on the above proposition, an emerging area of the literature investigates the possible relationship between the behaviour of Bitcoin and economic uncertainty to justify its possible function as a safe haven. Bouri et al.

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They show how both Bitcoin and gold fulfil the functions of a safe haven and diversifier for oil price movements, concluding that both Bitcoin and gold are assets in which investors can deposit their cash during moments of political and economic turmoil.

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The document finds that EPU has a predictive power on Bitcoin returns, finding an overall negative effect. However, when differentiating by quantiles, they discover that the effect is positive and significant at the lowest and highest quantiles, concluding that Bitcoin can serve as a hedge against uncertainty. Wang et al. Crypto based stocks et al. At the same time, they discovered crypto based stocks EPU has a significant negative impact on the Bitcoin—Bonds correlation, and a positive impact on the Bitcoin—stocks and Bitcoin—commodities correlations, which leads to suggesting the possibility of Bitcoin to act as a hedge under specific economic uncertainty conditions.

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However, they determine that the effect found is weak. Meanwhile, an alternative line of research defends a more speculative role for this cryptocurrency. Bitcoin price booms and crashes motivated Cheah and Fry to study whether Bitcoin could be developing speculative bubbles, finding that Bitcoin prices contain crypto based stocks substantial speculative bubble component Dowd,and that the fundamental value of this cryptocurrency is zero.

Other authors investigating crypto based stocks possible existence of speculative bubbles in the formation of Bitcoin prices are Corbet et al.

This echoes what Musk said on the matter during a related 60 minutes interview.

Using as underlying fundamentals of the Bitcoin price, the blockchain position, the hash rate and liquidity as measured by the volume of daily transactions, they find that Bitcoin goes through some bubble periods. In turn, the volatility of this cryptocurrency has been criticized. In their study on crypto based stocks discovery of Bitcoin prices, Brandvold et al.

Similarly, Eom et al. These same authors suggest that these findings support the literature that finds that Bitcoin has characteristics of speculative assets. Another crypto based stocks that defends the role of Bitcoin as a speculative asset is that of Baur et al.

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These authors analyse whether Bitcoin is a medium of exchange or a speculative asset, showing how Bitcoin is used mainly as a speculative investment and not as a simple medium of exchange. Based on the above proposition, the aim of our research is to study whether Bitcoin acts as a means of exchange, a safe-haven crypto based stocks or refuge or a speculative asset.

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To study the influence of EPU on the returns and volatility php cryptocurrency wallet Bitcoin and gold, we extracted daily data of EPU, Bitcoin and gold for the period spanning from 19 July to 11 April Figure 1 shows the evolution of EPU for the period that is under study.

Crypto based stocks 2 shows the evolution of Bitcoin's price, highlighting its high growth during and subsequent fall in Figure 3 shows the evolution of the price of gold, highlighting how the highest gold prices occurred between anda period in which the effects of the global financial crisis were still being felt. To study volatility, we chose two proxy measures to account for the lack of consensus on the more appropriate volatility proxy as well as the possible sensitivity of the results to the crypto based stocks of proxy.

This estimator, based on the differences between high and low prices, is considered much less noisy than squared yields Huisman et al.

Table I shows the descriptive statistics of the EPU levels, the returns and volatility of Bitcoin and the returns and volatility of the gold. It highlights how gold returns show the highest dispersion measured by its crypto based stocks of variation CVfollowed by Bitcoin's returns, reaching maximum daily returns of crypto based stocks.

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As for asymmetry and kurtosis, their coefficients reveal that all the analysed variables are biased and have a leptokurtic distribution, especially marked in the Bitcoin returns. These crypto based stocks clearly show that the distributions of these variables are not normal, so they provide a good motivation to apply a quantile-based approach to adapt to extreme values. We used simple linear regression with ordinary least squares to study the influence of EPU on crypto based stocks conditional expectation of the returns and volatility of Bitcoin and gold and quantile regression to study the influence of EPU on the extreme quantiles of the return and volatility of Bitcoin and gold.

Our descriptive analysis shows that the variables under more info crypto based stocks are not normal, with long tails to the right and high kurtosis. This suggests the appropriateness of applying a quantile-based approach. At the same time, since the goal of this study is to analyse whether Bitcoin behaves as a speculative asset or as a safe haven — as gold is often considered — it is interesting crypto based stocks evaluate the impact of EPU on the returns and volatility of Bitcoin and gold in the most extreme quantiles.

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Based on the definition of EPU, a more significant impact of EPU could be expected on the returns and volatility of Bitcoin and gold in its higher values when the feeling of investor insecurity is stronger. In addition, an advantage of quantile r egression with respect read more simple linear regression with ordinary least crypto based stocks is that quantile regression estimates are more robust with regard to extreme values in response measurements Koenker, We studied the crypto based stocks of EPU on the returns and volatility of Bitcoin and gold with linear regression with ordinary least squares and quantile regression.

The simple linear regression model was used to analyse the crypto based stocks of EPU on Bitcoin returns.

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However, there is a positive and significant influence of EPU on gold crypto based stocks. These results suggest that the uncertainty generated by governments and central banks has no explanatory power over Bitcoin returns.

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    • The goal crypto based stocks this work is to determine whether Bitcoin behaves as a safe-haven asset. It is evaluated whether, when compared with the evolution of EPU, Bitcoin's returns and volatility show behaviours typical of safe havens or rather, those of conventional speculative assets.
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Based on this result, it could not be said that Bitcoin acts as a safe haven or hedge for the uncertainty surrounding the economic system. In turn, several studies have shown that EPU has a negative and significant impact on stock returns Dzielinski, ; Antonakakis et al. crypto based stocks

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Consequently, the results do not support the assertion that Bitcoin plays the role of a simple speculative asset. When studying the influence of EPU on Bitcoin and gold volatility using the volatility measure proposed by Crypto based stocks and Zheng learn more here simple linear regression Crypto based stocks IIIthere is crypto based stocks positive and significant relationship between EPU and Bitcoin volatility, as well as between EPU and gold volatility with a significance level lower than 0.

Using Parkinson's volatility measure Table IVwe observe that the relationship found with the measure of volatility of Chen and Zheng between EPU and Bitcoin and gold volatility is maintained with a significance level lower than 0. Based on these results, it could be asserted that Bitcoin can take the role of a safe haven during times of uncertainty, as well as the role of a speculative crypto based stocks, since investor insecurity — as described by EPU — has a positive impact on the movement of Bitcoin prices, behaviour that matches that of gold.

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With this result, following Fang et al. Based on Eom et al.

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However, since we are modelling the influence crypto based stocks a sentiment, as that generated by EPU on investors, it seems wise to take a closer look at the influence of EPU on crypto based stocks returns and volatility of Bitcoin and gold at its extreme levels measured by its quantiles 0. We do this by applying quantile regression. Table V shows how the influence of EPU on Bitcoin and gold returns differs at lower and higher quantiles.

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At lower quantiles, it is found that EPU has a negative impact on Bitcoin returns, except at the 0. Best graphics card for mining cryptocurrency.

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