Cargando…
Stocks Opening Price Gaps and Adjustments to New Information
This research studies different gap opening price strategies using artificial intelligence and big data analysis to learn how fast new information is absorbed into the stock’s price. Our system is designed to optimize trading results of different gap opening investment strategies. Our data consist o...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017064/ https://www.ncbi.nlm.nih.gov/pubmed/37362597 http://dx.doi.org/10.1007/s10614-023-10363-w |
_version_ | 1784907498833051648 |
---|---|
author | Avishay, Aiche Gil, Cohen Vladimir, Griskin |
author_facet | Avishay, Aiche Gil, Cohen Vladimir, Griskin |
author_sort | Avishay, Aiche |
collection | PubMed |
description | This research studies different gap opening price strategies using artificial intelligence and big data analysis to learn how fast new information is absorbed into the stock’s price. Our system is designed to optimize trading results of different gap opening investment strategies. Our data consist of ten years of daily trading prices of all the stocks comprising the three major U.S. stocks indices: S&P 500, Nasdaq100, and Russell 2000. The scope of this research, to the best of our knowledge, has never been attempted before, covering most of the U.S.A. economy across various economic conditions and market trends. We found that negative gap openings are much greater than positive gaps opening. This result is stronger for Russell2000 stocks and Nasdaq100 stocks than for S&P500 stocks. Moreover, consistent with the theoretical framework, the price adjustment for bad news was found to be quicker than for good news. We also found that after positive gaps opening price drifts occur, the stock’s price rises even stronger, providing profitable trading opportunities. |
format | Online Article Text |
id | pubmed-10017064 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-100170642023-03-16 Stocks Opening Price Gaps and Adjustments to New Information Avishay, Aiche Gil, Cohen Vladimir, Griskin Comput Econ Article This research studies different gap opening price strategies using artificial intelligence and big data analysis to learn how fast new information is absorbed into the stock’s price. Our system is designed to optimize trading results of different gap opening investment strategies. Our data consist of ten years of daily trading prices of all the stocks comprising the three major U.S. stocks indices: S&P 500, Nasdaq100, and Russell 2000. The scope of this research, to the best of our knowledge, has never been attempted before, covering most of the U.S.A. economy across various economic conditions and market trends. We found that negative gap openings are much greater than positive gaps opening. This result is stronger for Russell2000 stocks and Nasdaq100 stocks than for S&P500 stocks. Moreover, consistent with the theoretical framework, the price adjustment for bad news was found to be quicker than for good news. We also found that after positive gaps opening price drifts occur, the stock’s price rises even stronger, providing profitable trading opportunities. Springer US 2023-03-15 /pmc/articles/PMC10017064/ /pubmed/37362597 http://dx.doi.org/10.1007/s10614-023-10363-w Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Avishay, Aiche Gil, Cohen Vladimir, Griskin Stocks Opening Price Gaps and Adjustments to New Information |
title | Stocks Opening Price Gaps and Adjustments to New Information |
title_full | Stocks Opening Price Gaps and Adjustments to New Information |
title_fullStr | Stocks Opening Price Gaps and Adjustments to New Information |
title_full_unstemmed | Stocks Opening Price Gaps and Adjustments to New Information |
title_short | Stocks Opening Price Gaps and Adjustments to New Information |
title_sort | stocks opening price gaps and adjustments to new information |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017064/ https://www.ncbi.nlm.nih.gov/pubmed/37362597 http://dx.doi.org/10.1007/s10614-023-10363-w |
work_keys_str_mv | AT avishayaiche stocksopeningpricegapsandadjustmentstonewinformation AT gilcohen stocksopeningpricegapsandadjustmentstonewinformation AT vladimirgriskin stocksopeningpricegapsandadjustmentstonewinformation |