Price clustering and sentiment in bitcoin
While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clusteri...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Baig, Ahmed [verfasserIn] Blau, Benjamin M. [verfasserIn] Sabah, Nasim [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2019 |
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| Schlagwörter: | |
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| Schlagwörter: |
| Übergeordnetes Werk: |
Enthalten in: Finance research letters - New York : Elsevier Science, 2004, 29, Seite 111-116 |
|---|---|
| Übergeordnetes Werk: |
volume:29 ; pages:111-116 |
| DOI / URN: |
10.1016/j.frl.2019.03.013 |
|---|
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ELV002481073 |
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| 520 | |a While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. | ||
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10.1016/j.frl.2019.03.013 doi (DE-627)ELV002481073 (ELSEVIER)S1544-6123(18)30868-7 DE-627 ger DE-627 rda eng Baig, Ahmed verfasserin aut Price clustering and sentiment in bitcoin 2019 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. 1.1\x Finanzmarkt (DE-2867)13723-2 stw 1.2\x Finanzierung (DE-2867)25742-3 stw 1.3\x Kapitalmarkttheorie (DE-2867)12210-1 stw 1.4\x Welt (DE-2867)16809-5 stw Bitcoin Cryptocurrency Price clustering Round prices Sentiment Blau, Benjamin M. verfasserin aut Sabah, Nasim verfasserin aut Enthalten in Finance research letters New York : Elsevier Science, 2004 29, Seite 111-116 Online-Ressource (DE-627)387481583 (DE-600)2145766-9 (DE-576)259272752 1544-6123 nnns volume:29 pages:111-116 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 ECS-05001 SKW AR 29 111-116 |
| spelling |
10.1016/j.frl.2019.03.013 doi (DE-627)ELV002481073 (ELSEVIER)S1544-6123(18)30868-7 DE-627 ger DE-627 rda eng Baig, Ahmed verfasserin aut Price clustering and sentiment in bitcoin 2019 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. 1.1\x Finanzmarkt (DE-2867)13723-2 stw 1.2\x Finanzierung (DE-2867)25742-3 stw 1.3\x Kapitalmarkttheorie (DE-2867)12210-1 stw 1.4\x Welt (DE-2867)16809-5 stw Bitcoin Cryptocurrency Price clustering Round prices Sentiment Blau, Benjamin M. verfasserin aut Sabah, Nasim verfasserin aut Enthalten in Finance research letters New York : Elsevier Science, 2004 29, Seite 111-116 Online-Ressource (DE-627)387481583 (DE-600)2145766-9 (DE-576)259272752 1544-6123 nnns volume:29 pages:111-116 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 ECS-05001 SKW AR 29 111-116 |
| allfields_unstemmed |
10.1016/j.frl.2019.03.013 doi (DE-627)ELV002481073 (ELSEVIER)S1544-6123(18)30868-7 DE-627 ger DE-627 rda eng Baig, Ahmed verfasserin aut Price clustering and sentiment in bitcoin 2019 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. 1.1\x Finanzmarkt (DE-2867)13723-2 stw 1.2\x Finanzierung (DE-2867)25742-3 stw 1.3\x Kapitalmarkttheorie (DE-2867)12210-1 stw 1.4\x Welt (DE-2867)16809-5 stw Bitcoin Cryptocurrency Price clustering Round prices Sentiment Blau, Benjamin M. verfasserin aut Sabah, Nasim verfasserin aut Enthalten in Finance research letters New York : Elsevier Science, 2004 29, Seite 111-116 Online-Ressource (DE-627)387481583 (DE-600)2145766-9 (DE-576)259272752 1544-6123 nnns volume:29 pages:111-116 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 ECS-05001 SKW AR 29 111-116 |
| allfieldsGer |
10.1016/j.frl.2019.03.013 doi (DE-627)ELV002481073 (ELSEVIER)S1544-6123(18)30868-7 DE-627 ger DE-627 rda eng Baig, Ahmed verfasserin aut Price clustering and sentiment in bitcoin 2019 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. 1.1\x Finanzmarkt (DE-2867)13723-2 stw 1.2\x Finanzierung (DE-2867)25742-3 stw 1.3\x Kapitalmarkttheorie (DE-2867)12210-1 stw 1.4\x Welt (DE-2867)16809-5 stw Bitcoin Cryptocurrency Price clustering Round prices Sentiment Blau, Benjamin M. verfasserin aut Sabah, Nasim verfasserin aut Enthalten in Finance research letters New York : Elsevier Science, 2004 29, Seite 111-116 Online-Ressource (DE-627)387481583 (DE-600)2145766-9 (DE-576)259272752 1544-6123 nnns volume:29 pages:111-116 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 ECS-05001 SKW AR 29 111-116 |
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10.1016/j.frl.2019.03.013 doi (DE-627)ELV002481073 (ELSEVIER)S1544-6123(18)30868-7 DE-627 ger DE-627 rda eng Baig, Ahmed verfasserin aut Price clustering and sentiment in bitcoin 2019 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. 1.1\x Finanzmarkt (DE-2867)13723-2 stw 1.2\x Finanzierung (DE-2867)25742-3 stw 1.3\x Kapitalmarkttheorie (DE-2867)12210-1 stw 1.4\x Welt (DE-2867)16809-5 stw Bitcoin Cryptocurrency Price clustering Round prices Sentiment Blau, Benjamin M. verfasserin aut Sabah, Nasim verfasserin aut Enthalten in Finance research letters New York : Elsevier Science, 2004 29, Seite 111-116 Online-Ressource (DE-627)387481583 (DE-600)2145766-9 (DE-576)259272752 1544-6123 nnns volume:29 pages:111-116 GBV_USEFLAG_U SYSFLAG_U GBV_ELV GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2008 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2088 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 ECS-05001 SKW AR 29 111-116 |
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Baig, Ahmed Blau, Benjamin M. Sabah, Nasim |
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Elektronische Aufsätze |
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Baig, Ahmed |
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10.1016/j.frl.2019.03.013 |
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| title_sort |
price clustering and sentiment in bitcoin |
| title_auth |
Price clustering and sentiment in bitcoin |
| abstract |
While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. |
| abstractGer |
While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. |
| abstract_unstemmed |
While prior research provides evidence of price clustering in bitcoin, this study seeks to explain the unusual level of bitcoin price clustering using various measures of bitcoin-level and market-wide sentiment. Our results suggest that sentiment has a strong positive association with price clustering. In economic terms, a one standard deviation increase in sentiment – measured by Google Trends – explains about 2.5% to 5% of the unusual level of price clustering in Bitcoin. We also find that our results are robust when we use other measures of investor sentiment. |
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| title_short |
Price clustering and sentiment in bitcoin |
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| doi_str |
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| up_date |
2024-07-07T00:52:15.526Z |
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