<?xml version="1.0" encoding="UTF-8"?>
<?xml-stylesheet type="text/xsl" href="https://journal.ibispb.ru/lib/pkp/xml/oai2.xsl" ?>
<OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/"
	xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
	xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/
		http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd">
	<responseDate>2026-06-10T05:34:17Z</responseDate>
	<request identifier="oai:events.ibispb.ru:article/279" metadataPrefix="jats" verb="GetRecord">https://journal.ibispb.ru/index.php/SciNotesIBI/ru/oai</request>
	<GetRecord>
		<record>
			<header>
				<identifier>oai:events.ibispb.ru:article/279</identifier>
				<datestamp>2026-04-10T10:34:58Z</datestamp>
				<setSpec>SciNotesIBI:ST</setSpec>
			</header>
			<metadata>
<article xmlns="https://jats.nlm.nih.gov/publishing/1.1/" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="ru" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" dtd-version="1.1" specific-use="eps-0.1"><front><journal-meta><journal-id journal-id-type="publisher">SciNotesIBI</journal-id><journal-id journal-id-type="ojs">SciNotesIBI</journal-id><journal-title-group><journal-title xml:lang="ru">Ученые записки Международного банковского института</journal-title><trans-title-group xml:lang="en"><trans-title>Proceedings of the International Banking Institute</trans-title></trans-title-group><abbrev-journal-title xml:lang="en">Proceedings of the International Banking Institute</abbrev-journal-title><abbrev-journal-title xml:lang="ru">Ученые записки Международного банковского института</abbrev-journal-title></journal-title-group><contrib-group/><publisher><publisher-name>Международный банковский институт</publisher-name><publisher-loc><country>RU</country><uri>https://www.ibispb.ru/</uri></publisher-loc></publisher><issn pub-type="ppub">2413-3345</issn><self-uri xlink:href="https://journal.ibispb.ru/index.php/SciNotesIBI"/></journal-meta><article-meta><article-id pub-id-type="publisher-id">279</article-id><article-id pub-id-type="EDN">LYHXCH</article-id><article-categories><subj-group subj-group-type="heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title xml:lang="ru">Опыт прогнозного ценообразования финансовых активов (на примере биткоинов)</article-title><trans-title-group xml:lang="en"><trans-title>Experience in forecasting  financial assets’ pricing (example of bitcoins)</trans-title></trans-title-group></title-group><contrib-group content-type="author"><contrib><name-alternatives><string-name specific-use="display">Сигова М.В.</string-name><name name-style="western" specific-use="primary"><surname>Сигова</surname><given-names>Мария Викторовна</given-names></name></name-alternatives><xref ref-type="aff" rid="aff-1"/><bio xml:lang="en"><p>Doctor of Economics, Professor</p>
<p>Rector, Autonomus Nonprofit Organization of Higher Education «International Banking Institute named» (191023, Russian Federation, Saint Petersburg, Nevsky pr., 60)</p></bio><bio xml:lang="ru"><p>д.э.н., профессор</p>
<p>Ректор, Автономная некоммерческая организация высшего образования «Международный банковский институт» (191023, Российская Федерация, Санкт-Петербург, Невский пр., д. 60)</p></bio></contrib><contrib><name-alternatives><string-name specific-use="display">Ключников О.И.</string-name><name name-style="western" specific-use="primary"><surname>Ключников</surname><given-names>Олег Игоревич</given-names></name></name-alternatives><bio xml:lang="en"><p>PhD in Economic</p>
<p>Department of banking business and innovative financial technologies, Autonomus Nonprofit Organization of Higher Education «International Banking Institute» (191023, Russian Federation, Saint Petersburg, Nevsky pr., 60)</p></bio><bio xml:lang="ru"><p>к.э.н</p>
<p>Кафедра Банковского бизнеса и инновационных финансовых технологий, Автономная некоммерческая организация высшего образования «Международный банковский институт» (191023, Российская Федерация, Санкт-Петербург, Невский пр., д. 60)</p></bio></contrib></contrib-group><aff id="aff-1"><institution content-type="orgname">Автономная некоммерческая организация высшего образования «Международный банковский институт»</institution></aff><pub-date date-type="collection"><year>2018</year></pub-date><pub-date date-type="pub" publication-format="epub"><day>30</day><month>03</month><year>2018</year></pub-date><issue seq="5">1 (23)</issue><issue-id>33</issue-id><fpage>43</fpage><lpage>64</lpage><pub-history><event event-type="received"><event-desc>Received: <date date-type="received" iso-8601-date="2026-04-10T08:14:32+00:00"><day>10</day><month>4</month><year>2026</year></date></event-desc></event></pub-history><permissions><copyright-statement>Copyright (c) 2018 Ученые записки Международного банковского института</copyright-statement><copyright-year>2018</copyright-year><copyright-holder>Ученые записки Международного банковского института</copyright-holder><license xlink:href="https://creativecommons.org/licenses/by-nc/4.0/"><license-p>&lt;a rel="license" href="https://creativecommons.org/licenses/by-nc/4.0/"&gt;&lt;img alt="Лицензия Creative Commons" src="//i.creativecommons.org/l/by-nc/4.0/88x31.png" /&gt;&lt;/a&gt;&lt;p&gt;Это произведение доступно по &lt;a rel="license" href="https://creativecommons.org/licenses/by-nc/4.0/"&gt;лицензии Creative Commons «Attribution-NonCommercial» («Атрибуция — Некоммерческое использование») 4.0 Всемирная&lt;/a&gt;.&lt;/p&gt;</license-p></license></permissions><self-uri xlink:href="https://journal.ibispb.ru/index.php/SciNotesIBI/article/download/279/280/974" content-type="application/pdf"/><self-uri xlink:href="https://journal.ibispb.ru/index.php/SciNotesIBI/article/view/279"/><abstract><p>В статье проводится разбор некоторых перспективных направлений прогнозного анализа финансов. Авторы предлагают читателям достаточно оригинальную таксономию ценообразования финансовых активов на примере биткоинов. Таксономия состоит из аналитической оценки различных подходов к ценообразованию с пониманием того, что ценовые перспективы зависят от различных шоковых воздействий и выбранных стартовых условий. Предложенный вариант прогноза основывается на приложении методов Монте- Карло к расчету цен и выбору среди сценариев их развития лучших. В статье ставится задача прогнозирования цен на финансовые активы на примере биткоинов и предлагается пошаговое ее решение.</p></abstract><trans-abstract xml:lang="en"><p>The article analyzes some prospective directions of the forecasted analysis of finances. The authors offer readers an original enough taxonomy of pricing financial assets using the ex- ample of bitcoins, which consists of an analytical evaluation of various approaches to pricing, with the understanding that price perspectives depend on various shocks and selected starting conditions. The proposed version of the forecast is based on the application of Monte Carlo methods to the calculation of future prices and the selection among the best development scenar- ios. The article raises the problem of forecasting of the prices of financial assets on the example of Bitcoin and offers a step-by-step solution.</p></trans-abstract><trans-abstract xml:lang="en&lt;p&gt;The article analyzes some prospective directions of the forecasted analysis of finances. The authors offer readers an original enough taxonomy of pricing financial assets using the ex- ample of bitcoins, which consists of an analytical evaluation of various approaches to pricing, with the understanding that price perspectives depend on various shocks and selected starting conditions. The proposed version of the forecast is based on the application of Monte Carlo methods to the calculation of future prices and the selection among the best development scenar- ios. The article raises the problem of forecasting of the prices of financial assets on the example of Bitcoin and offers a step-by-step solution.&lt;/p&gt;"/><kwd-group xml:lang="ru"><title>Ключевые слова</title><kwd>теория вероятностей</kwd><kwd>броуновское движение</kwd><kwd>прогнозирование</kwd><kwd>ценообразование</kwd><kwd>финансовые активы</kwd><kwd>биткоины</kwd></kwd-group><kwd-group xml:lang="en"><title>Keywords</title><kwd>probability theory</kwd><kwd>Brownian motion</kwd><kwd>forecasting</kwd><kwd>pricing</kwd><kwd>financial assets</kwd><kwd>bitcoins</kwd></kwd-group><funding-group><award-group><funding-source xml:lang="en">This research received no external funding.</funding-source></award-group><award-group><funding-source xml:lang="ru">Настоящее исследование не получило внешнего финансирования.</funding-source></award-group></funding-group><counts><page-count count="22"/></counts><custom-meta-group><custom-meta><meta-name>issue-cover</meta-name><meta-value><inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://journal.ibispb.ru/public/journals/1/cover_issue_33_ru.jpg"/></meta-value></custom-meta></custom-meta-group><custom-meta-group/></article-meta></front><body/><back><ref-list><ref id="R1"><mixed-citation xml:lang="ru_RU">Ключников И.К., Ключников О.И. Макроэкономика. Кредитные и биржевые циклы. М.: Юрайт, 2017. 286 с.</mixed-citation><mixed-citation xml:lang="en_US">Kliuchnikov I.K., Kliuchnikov O.I. Macroiconomica. Kreditni i I birjevie tsikli. Moscva: Urait, 2017. 286 s.</mixed-citation></ref><ref id="R2"><mixed-citation xml:lang="ru_RU">Ключников И.К. Сценарии развития денежно-финансового хозяйства // Вестник Санкт-Петербургского университета. Сер. 5. Экономика. 2013. № 4. С. 110-129.</mixed-citation><mixed-citation xml:lang="en_US">Kliuchnikov I.K. Stsenarii razvitiy denezhno-finsovogo hoyajstva // Vestnik Sankt-Peterburgskogo universiteta. Ser. 5. Ekonomika. 2013. № 4. S. 110-129.</mixed-citation></ref><ref id="R3"><mixed-citation xml:lang="ru_RU">Metropolis N., Ulam S. The Monte Carlo Method // Journal of the American Statistical Association, Vol. 44, Issue 44, 1949. P. 335-341.</mixed-citation><mixed-citation xml:lang="en_US">Metropolis N., Ulam S. The Monte Carlo Method // Journal of the American Statistical Association, Vol. 44, Issue 44, 1949. 335-341 P.</mixed-citation></ref><ref id="R4"><mixed-citation xml:lang="ru_RU">Hertz D.B. Risk Analysis in Capital Investment // Harvard Business Review. Sept. 1, 1979. P. 12-22.</mixed-citation><mixed-citation xml:lang="en_US">Hertz D.B. Risk Analysis in Capital Investment // Harvard Business Review. Sept. 1, 1979. P. 12-22.</mixed-citation></ref><ref id="R5"><mixed-citation xml:lang="ru_RU">McCulloch J.H. The Monte-Carlo cycle in business activity // Econometric Inquiry. 1975. Vol. 13, No. 3 (September). P. 303-321.</mixed-citation><mixed-citation xml:lang="en_US">McCulloch J.H. The Monte-Carlo cycle in business activity // Econometric Inquiry. 1975. Vol. 13, No. 3 (September). P. 303-321.</mixed-citation></ref><ref id="R6"><mixed-citation xml:lang="ru_RU">Ключников И.К., Молчанова О.А., Ключников О.И. Вероятность финансовой стабильности и безопасности: концепции и модели // Финансы и Бизнес. 2017. № 1, С. 70-81.</mixed-citation><mixed-citation xml:lang="en_US">Kliuchnikov I.K., Molchanova O.A., Kliuchnikov O.I. Veroytnost finansovoy stabilnosti i bezopatnosti: kontsepstiy i modeli // Finansi i Biznes, № 1, 2017. S. 70-81.</mixed-citation></ref><ref id="R7"><mixed-citation xml:lang="ru_RU">Ключников И.К., Молчанова О.А. Финансы. Сценарии развития: Учебник. М: Юрайт, 2017. 207 с.</mixed-citation><mixed-citation xml:lang="en_US">Kliuchnikov I.K., Molchanova O.A. Finansi. Stsenarii razvitiya. uchebnic. M: Urait, 2017. 207 S.</mixed-citation></ref><ref id="R8"><mixed-citation xml:lang="ru_RU">https://cointelegraph.com/news/goldman-sachs-predicts-bitcoin-price-consolidation-around-8000-before-continuing-up (18.11.2017)</mixed-citation><mixed-citation xml:lang="en_US">https://cointelegraph.com/news/goldman-sachs-predicts-bitcoin-price-consolidation-around-8000-before-continuing-up (18.11.2017)</mixed-citation></ref><ref id="R9"><mixed-citation xml:lang="ru_RU">http://stockcharts.com/school/doku.php?id=chart_school:market_analysis:elliott_wave_theory (18.11.2017)</mixed-citation><mixed-citation xml:lang="en_US">http://stockcharts.com/school/doku.php?id=chart_school:market_analysis:elliott_wave_theory (18.11.2017)</mixed-citation></ref><ref id="R10"><mixed-citation xml:lang="ru_RU">Althauser J. Ronnie Moas Predicts Bitcoin Will Hit $20,000 Within Three Years // Bitcoin News, Aug 29, 2017. URL: https://cointelegraph.com/tags/ronnie-moas (18.11.2017).</mixed-citation><mixed-citation xml:lang="en_US">Althauser J. Ronnie Moas Predicts Bitcoin Will Hit $20,000 Within Three Years // Bitcoin News, Aug 29, 2017 // https://cointelegraph.com/tags/ronnie-moas (18.11.2017)</mixed-citation></ref><ref id="R11"><mixed-citation xml:lang="ru_RU">https://docs.google.com/spreadsheets/d/1LRPPLxzRhYiAbTVwltqMLIW_3Z2KXfD7SOPXWt3aI5g/edit#gid=443735461 (18.11.2017)</mixed-citation><mixed-citation xml:lang="en_US">https://docs.google.com/spreadsheets/d/1LRPPLxzRhYiAbTVwltqMLIW_3Z2KXfD7SOPXWt3aI5g/edit#gid=443735461 (18.11.2017)</mixed-citation></ref><ref id="R12"><mixed-citation xml:lang="ru_RU">https://medium.com/spreadstreet/high-flyers-and-shitcoins-what-i-learned-from-analyzing-coinmarketcap-data-in-google-sheets-d581dde5e225 (18.11.2017)</mixed-citation><mixed-citation xml:lang="en_US">https://medium.com/spreadstreet/high-flyers-and-shitcoins-what-i-learned-from-analyzing-coinmarketcap-data-in-google-sheets-d581dde5e225 (18.11.2017)</mixed-citation></ref><ref id="R13"><mixed-citation xml:lang="ru_RU">https://themerkle.com</mixed-citation><mixed-citation xml:lang="en_US">https://themerkle.com</mixed-citation></ref><ref id="R14"><mixed-citation xml:lang="ru_RU">https://medium.com/@spreadstreet</mixed-citation><mixed-citation xml:lang="en_US">https://medium.com/@spreadstreet</mixed-citation></ref><ref id="R15"><mixed-citation xml:lang="ru_RU">Burniske Ch. Crypto assets: The Innovative Investor&amp;#039;s Guide to Bitcoin and Beyond. McGraw-Hill Education, October 20, 2017. 369 p.</mixed-citation><mixed-citation xml:lang="en_US">Burniske Ch. Crypto assets: The Innovative Investor&amp;#039;s Guide to Bitcoin and Beyond. McGraw-Hill Education, October 20, 2017. 369 P.</mixed-citation></ref><ref id="R16"><mixed-citation xml:lang="ru_RU">https://coinmarketcap.com/currencies/bitcoin/historical-data/?start=20130428&amp;amp;end=20171111 (18.11.2017)</mixed-citation><mixed-citation xml:lang="en_US">https://coinmarketcap.com/currencies/bitcoin/historical-data/?start=20130428&amp;amp;end=20171111 (18.11.2017)</mixed-citation></ref><ref id="R17"><mixed-citation xml:lang="ru_RU">https://medium.com/spreadstreet/an-easy-way-to-connect-digital-currency-services-to-google-sheets-21f18301f881 (18.11.2017)</mixed-citation><mixed-citation xml:lang="en_US">https://medium.com/spreadstreet/an-easy-way-to-connect-digital-currency-services-to-google-sheets-21f18301f881 (18.11.2017)</mixed-citation></ref><ref id="R18"><mixed-citation xml:lang="ru_RU">Althauser J. Investor Who Predicted 2008 Mortgage Crisis Bearish About Bitcoin // Bitcoin News, Aug 18, 2017. URL: https://cointelegraph.com/news/investor-who-predicted-2008-mortgage-crisis-bearish-about-bitcoin (18.11.2017).</mixed-citation><mixed-citation xml:lang="en_US">Althauser J. Investor Who Predicted 2008 Mortgage Crisis Bearish About Bitcoin // Bitcoin News, Aug 18, 2017 // https://cointelegraph.com/news/investor-who-predicted-2008-mortgage-crisis-bearish-about-bitcoin (18.11.2017)</mixed-citation></ref><ref id="R19"><mixed-citation xml:lang="ru_RU">Young J. GoldMoney Integrates Bitcoin Despite Peter Schiff&amp;#039;s Bubble Comments // Bitcoin News, Sep 28, 2017. URL: https://cointelegraph.com/news/goldmoney-integrates-bitcoin-despite-peter-schiffs-bubble-comments (18.11.2017)</mixed-citation><mixed-citation xml:lang="en_US">Young J. GoldMoney Integrates Bitcoin Despite Peter Schiff&amp;#039;s Bubble Comments // Bitcoin News, Sep 28, 2017 // https://cointelegraph.com/news/goldmoney-integrates-bitcoin-despite-peter-schiffs-bubble-comments (18.11.2017)</mixed-citation></ref><ref id="R20"><mixed-citation xml:lang="ru_RU">The bitcoin bubble // The Economist, November 1, 2017, P 37.</mixed-citation><mixed-citation xml:lang="en_US">The bitcoin bubble // The Economist, November 1, 2017, P 37.</mixed-citation></ref></ref-list></back></article>			</metadata>
		</record>
	</GetRecord>
</OAI-PMH>
