Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Tag indicator: a new predictive tool for stock trading Subject The topic of the resource Mean square error (MSE); Predictive stock market tool; Stochastic gradient descent method; TAG indicator Description An account of the resource In this paper, TAGan indicator for stock market prediction in which volume-based means for measuring potential trading and investing decision-making is introduced. This task has been in correlation of the changes in the volume with the changes in the actual trade volume. Using this, a concise trading strategy is formulated. Hoping to outperform the market and analyze the results by back testing across intraday, price data for the last 1 year, 2019, is performed. It was discovered that about 48.9% of the time, the volume-based trading strategy outperformed and the returns from market are also healthy enough to support the claim. Statistical methods like linear regression, mean square error in prediction and stochastic gradient descent are applied. Furthermore, while the scope of the study was limited to a few stocks in Nifty in order to mitigate selection bias, nonetheless, we hypothesize that numerous other assets that similarly possess a predictable correlation to volumes based on daily high and low are likely to exist. The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd 2021. Creator An entity primarily responsible for making the resource Tom T.; Cheruparambil G.; Puthussery A. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-132, pp. 261-266. Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-15-5309-7_28" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-15-5309-7_28</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090368269&amp;doi=10.1007%2F978-981-15-5309-7_28&amp;partnerID=40&amp;md5=8fe7f0cb0fe029a4f23a93fa9d0aa950" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090368269&amp;doi=10.1007%2f978-981-15-5309-7_28&amp;partnerID=40&amp;md5=8fe7f0cb0fe029a4f23a93fa9d0aa950</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Tom T., CHRIST (Deemed to be University), Bengaluru, India; Cheruparambil G., CHRIST (Deemed to be University), Bengaluru, India; Puthussery A., CHRIST (Deemed to be University), Bengaluru, India