Metrics of market liquidity of stocks


Дәйексөз келтіру

Толық мәтін

Ашық рұқсат Ашық рұқсат
Рұқсат жабық Рұқсат берілді
Рұқсат жабық Рұқсат ақылы немесе тек жазылушылар үшін

Аннотация

The purpose of the research. The article discusses the problem associated with the choice of quality metrics for analyzing the liquidity of stock market instruments traded in organized trading. Fundamental indicators of stock market instruments during a period of increased volatility were taken as a basis for the study. Basic metrics such as trading volume, the number of transactions and price changes in different periods of volatility are analyzed, and based on the results obtained, a search is made for the presence or absence of relationships between the given metrics. These metrics are fundamental and are analyzed primarily as key indicators of liquidity for instruments traded in organized trades. Also, additional metrics are calculated in order to obtain better results for the analysis of stock market instruments. These metrics include volume spread, average volumes at best bid and ask prices, and securities turnover. For an additional metric, spread on volume, a calculation method is proposed that shows the dynamics of the volume of money supply in the order book. Similarly, additional metrics are analyzed for the presence or absence of relationships, both among themselves and with basic metrics. Findings. The study shows which metrics can be more informative for describing the state of liquidity of stock market instruments in modern conditions of market trading. Thus, in the course of calculating the values of various metrics to find relationships between them, the results showed that the existing basic metrics can be supplemented to obtain a better picture of the liquidity state.

Толық мәтін

Рұқсат жабық

Авторлар туралы

Islam Chupalaev

Financial University under the Government of the Russian Federation

Email: chupal.islam@gmail.com
Postgraduate of the Department of data analysis, decision-making and financial technologies Moscow, Russian Federation

Әдебиет тізімі

  1. Борисова И.А. Ликвидность и проблемы её обеспечения: дис. канд. эконом. наук: 08.00.01.- Московская гуманитарно-социологическая академия, Москва, 2003 - 9 с.
  2. Плас Дж. Вандер. Python для сложных задач: наука о данных и машинное обучение. - СПб.: Питер, 2018. - 576 с.: ISBN 978-5-496-03068-7
  3. Соловьев В. И. Анализ данных в экономике. Теория вероятностей, прикладная статистика, обработка и визуализация данных в Microsoft Excel: учебник / В. И. Соловьев. - Москва: КНОРУС, 2018. - 498 с. - ISBN 978-5-406-06940-0
  4. Форман Дж. Много цифр: Анализ больших данных при помощи Excel / Джон Форман; Пер. с англ. А. Соколовой. - М.: Альпина Паблишер, 2016. - 461 с. - ISBN 978-5-9614-5032-3
  5. Чупалаев И.А. Маркет-мейкинг на российском биржевом рынке акций // Научный электронный журнал «Меридиан». - 2020. - №8 - с. 486.
  6. Додд Дэвид, Грэм Бенджамин. Анализ ценных бумаг; Пер. с англ. - М.: ООО «И.Д. Вильямс», 2011. - 880 с.: - ISBN 978-5-8459-1945-8
  7. Грэхем Бенджамин, Цвейг Джонсон. Разумный инвестор. Пер. с англ. Кравченко В. А. - М.: ООО «И.Д. Вильямс», 2010. - 400 с.: - ISBN 978-5-8459-1620-4
  8. Зададаев С.А. Математика на языке R: учебник / Финансовый университет при Правительстве РФ. - Москва: Прометей, 2018.-324 c.: ISBN 978-5-907003-59-0
  9. Прохоренок Н.А. Python 3 и PyQt. Разработка приложений.-СПБ.: БХВ-Петербург, 2012.-704 с.: ISBN 978-5-9775-0797-4
  10. Московская Биржа. Официальный сайт. URL: https://www.moex.com.
  11. A history of the past 40 years in financial crises. - Текст: электронный. - URL: http://www.ifre.com/a-history-ofthe-past-40-years-in-financial-crises/21102949.fullarticle (дата обращения: 22.12.2020)
  12. Radosteva, M., Soloviev, V., Ivanyuk, V., Tsvirkun, A. Use of neural network models in market risk management // Advances in Systems Science and Applications. - 2018. - V. 18. - No. 2. - P. 53-58
  13. Bruce I. Jacobs, Kenneth N. Levy. Market. Neutral Strategies. - John Wiley&Sons, Incorporated, Hoboken, New Jersey. - 2005. - 284 p.- ISBN 978-0471268680
  14. Bruce I. Jacobs. Market. Neutral Strategies / Jacobs I. Bruce, Levy N. Kenneth // John Wiley&Sons, Hoboken, New Jersey. - 2005. - 304 p. ISBN 978-0471268680
  15. John Hull. Options, Futures, and Other Derivatives / Hull J. // Pearson. -10th edition. - 2017. - 896 p. ISBN 978-0133456318
  16. Fama, E. Foundations of Finance: Portfolio Decisions and Securities Prices / E. Fama. // - Basic Books. - 1976. - 395 p. ISBN 978-0631179207
  17. Basel III: The Liquidity Coverage Ratio and liquidity risk monitoring tools, January 2013.

Қосымша файлдар

Қосымша файлдар
Әрекет
1. JATS XML


Осы сайт cookie-файлдарды пайдаланады

Біздің сайтты пайдалануды жалғастыра отырып, сіз сайттың дұрыс жұмыс істеуін қамтамасыз ететін cookie файлдарын өңдеуге келісім бересіз.< / br>< / br>cookie файлдары туралы< / a>