Using Genetic Algorithm and NARX Neural Network to Forecast Daily Bitcoin Price
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DOI: 10.1007/s10614-019-09928-5
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- Church Jeffrey & Gandal Neil & Krause David, 2008.
"Indirect Network Effects and Adoption Externalities,"
Review of Network Economics, De Gruyter, vol. 7(3), pages 1-22, September.
- Jeffrey Church & Neil Gandal & David Krause, 2003. "Indirect Network Effects and Adoption Externalities," Microeconomics 0301001, University Library of Munich, Germany.
- Church, Jeffrey & Gandal, Neil & Krause, David, 2003. "Indirect Network Effects and Adoption Externalities," CEPR Discussion Papers 3738, C.E.P.R. Discussion Papers.
- Stango Victor, 2004. "The Economics of Standards Wars," Review of Network Economics, De Gruyter, vol. 3(1), pages 1-19, March.
- Jeffrey Chu & Saralees Nadarajah & Stephen Chan, 2015. "Statistical Analysis of the Exchange Rate of Bitcoin," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-27, July.
- Jean‐Charles Rochet & Jean Tirole, 2006.
"Two‐sided markets: a progress report,"
RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
- Rochet, Jean-Charles & Tirole, Jean, 2005. "Two-Sided Markets : A Progress Report," IDEI Working Papers 275, Institut d'Économie Industrielle (IDEI), Toulouse.
- Jean Tirole & Jean-Charles Rochet, 2006. "Two-Sided Markets : A Progress Report," Post-Print hal-00173715, HAL.
- Jean-Charles Rochet & Jean Tirole, 2014.
"Platform Competition in Two-Sided Markets,"
CPI Journal, Competition Policy International, vol. 10.
- Jean-Charles Rochet & Jean Tirole, 2003. "Platform Competition in Two-Sided Markets," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 990-1029, June.
- Rochet, Jean-Charles & Triole, Jean, 2002. "Platform competition in two sided markets," LSE Research Online Documents on Economics 24929, London School of Economics and Political Science, LSE Library.
- Jean-Charles Rochet & Jean Triole, 2002. "Platform Competition in Two Sided Markets," FMG Discussion Papers dp409, Financial Markets Group.
- Rochet, Jean-Charles & Tirole, Jean, 2003. "Platform Competition in Two-Sided Markets," IDEI Working Papers 152, Institut d'Économie Industrielle (IDEI), Toulouse.
- A. I. McLeod & W. K. Li, 1983. "Diagnostic Checking Arma Time Series Models Using Squared‐Residual Autocorrelations," Journal of Time Series Analysis, Wiley Blackwell, vol. 4(4), pages 269-273, July.
- Bouri, Elie & Molnár, Peter & Azzi, Georges & Roubaud, David & Hagfors, Lars Ivar, 2017.
"On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?,"
Finance Research Letters, Elsevier, vol. 20(C), pages 192-198.
- Elie Bouri & Peter Molnár & Georges Azzi & David Roubaud & Lars Ivar Hagfors, 2017. "On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?," Post-Print hal-02000697, HAL.
- Lahmiri, Salim & Bekiros, Stelios, 2018. "Chaos, randomness and multi-fractality in Bitcoin market," Chaos, Solitons & Fractals, Elsevier, vol. 106(C), pages 28-34.
- Leopoldo Catania & Stefano Grassi, 2017. "Modelling Crypto-Currencies Financial Time-Series," CEIS Research Paper 417, Tor Vergata University, CEIS, revised 11 Dec 2017.
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- Yang, Boyu & Sun, Yuying & Wang, Shouyang, 2020. "A novel two-stage approach for cryptocurrency analysis," International Review of Financial Analysis, Elsevier, vol. 72(C).
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"The tension between market shares and profit under platform competition,"
LIDAM Discussion Papers CORE
2020027, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Paul Belleflamme & Martin Peitz & Eric Toulemonde, 2020. "The tension between market shares and profi t under platform competition," CRC TR 224 Discussion Paper Series crctr224_2020_204, University of Bonn and University of Mannheim, Germany.
- Belleflamme, Paul & Peitz, Martin & Toulemonde, Eric, 2020. "The tension between market shares and profit under platform competition," CEPR Discussion Papers 15204, C.E.P.R. Discussion Papers.
- Economides, Nicholas & Henriques, David, 2011.
"To surcharge or not to surcharge? A two-sided market perspective of the no-surchage rule,"
Working Paper Series
1388, European Central Bank.
- Nicholas Economides & David Henriques, 2011. "To Surcharge or Not To Surcharge? A Two-Sided Market Perspective of the No-Surcharge Rule," Working Papers 11-03, NET Institute.
- Ivaldi, Marc & Sokullu, Senay & Toru, Tuba, 2015.
"Airport Prices in a Two-Sided Market Setting: Major US Airports,"
CEPR Discussion Papers
10658, C.E.P.R. Discussion Papers.
- Ivaldi, Marc & Sokullu, Senay & Toru-Delibasi, Tuba, 2015. "Airport Prices in a Two-Sided Market Setting: Major US Airports," TSE Working Papers 15-587, Toulouse School of Economics (TSE).
- Heiko Karle & Martin Peitz & Markus Reisinger, 2020.
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Keywords
Genetic algorithm; Nonlinear autoregressive with exogenous inputs (NARX) neural network; Bitcoin price forecasting; Daily average Bitcoin price; Recurrent neural network;All these keywords.
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