Search Results - subject_exact:"Technical analysis"

Predicting stock market trends using convolutional neural networks : a deep learning approach

Özkul, Ege - 2026

Technical analysis aims to predict stock returns based on price and volume patterns and has seen growing adoption of machine learning methods. However, most approaches rely on hand-crafted features. This paper investigates whether deep learning applied to stock chart images can predict future...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015652027

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Predicting stock market trends using convolutional neural networks: A deep learning approach

Özkul, Ege - 2026

Article

Democratising technical analysis : how large language models support retail breakout strategies under random walk constraints

Gimmelberg, Dmitrii; Głowacka, Marta; Belinskiy, Alexey; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015625386

The role of technical chart patterns in the early Bitcoin market : intraday evidence from the Mt.Gox transaction dataset

Rink, Kevin - 2025

We use transaction-level data from the Bitcoin exchange Mt.Gox, including over 1.4 million transactions from more than 45,000 traders, to investigate the role of technical chart patterns in the early Bitcoin market from April 2011 to September 2013. Employing a pattern recognition algorithm, we...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015557843

Cryptocurrencies and Lucky Factors : the value of technical and fundamental analysis

Wei, Mingzhe; Kyriakou, Ioannis; Sermpinis, Georgios; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015337698

Trading rule discovery using technical analysis and a template matching technique for pattern recognition : evidence from the Chinese stock market

Lobão, Júlio; Pacheco, Luís Dias; Fernandes, António - 2024

This paper examines the potential profit of bull flag trading rules in the Shanghai Stock Exchange Composite Index (SSE) using a template matching technique based on price pattern recognition. This paper fills a gap in the literature by applying a template matching technique for the recognition...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015063901

Charting the financial odyssey : a literature review on history and evolution of investment strategies in the stock market : 1900-2022

Jagirdar, Sharneet Singh; Gupta, Pradeep Kumar - 2024

Purpose The present study reviews the literature on the history and evolution of investment strategies in the stock market for the period from 1900 to 2022. Conflicts and relationships arising from such diverse seminal studies have been identified to address the research gaps....

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014636981

Do technical trading rules outperform the simple buy-and-hold strategy in the cryptocurrency market?

Jin, JunHyeong; Jung, JiHoon; Song, Kyojik Roy - 2024

The authors test the weak-form efficiency in cryptocurrency markets using the most recent and comprehensive data as of 2021. The authors apply various technical indicators to take a long or short position on 99 cryptocurrencies and compare the 10-day returns based on the technical trading...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014497167

Technical patterns and news sentiment in stock markets

Leippold, Markus; Wang, Qian; Yang, Min - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015144311

Trading momentum in the US crude oil futures market

Gurrib, Ikhlaas; Starkova, Olga; Hamdan, Dalia - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015120803

The predictability of technical analysis in foreign exchange market using forward return : evidence from developed and emerging currencies

Ghanem, Seri; Harasheh, Murad; Sbaih, Qays; Ajmal, T. K. - 2024

Technical analysis in the foreign exchange (Forex) market has yielded mixed results, particularly regarding its effectiveness over different holding periods in swing trading. This study addresses this gap by evaluating 497 technical trading rules across 10 currencies over 22 years (January 2000...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015449178

Do technical trading rules outperform the simple buy-and-hold strategy in the cryptocurrency market?

Jin, JunHyeong; Jung, JiHoon; Song, Kyojik Roy - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015607491

The predictability of technical analysis in foreign exchange market using forward return: evidence from developed and emerging currencies

Ghanem, Seri; Harasheh, Murad; Sbaih, Qays; Ajmal, T. K. - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015456613

Short-term contrarian in the carbon emission market

Xin, Ling - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015534342

Modification of technical analysis indicators and increasing the rate of return on investment

Oktaba, Paweł; Grzywińska-Rąpca, Małgorzata - 2023

Financial markets are seen as one of the most important markets in economic terms. The activities of investors in the financial markets consist in predicting how best to invest the accumulated capital, using all kinds of analyzes and forecasts. In the literature on the subject, apart from...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014444916

Momentum in low carbon and fossil fuel free equity investing

Gurrib, Ikhlaas - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014384419

Is idiosyncratic asymmetry priced in commodity futures?

Han, Yufeng; Mo, Xuan; Su, Zhi; Zhu, Yifeng - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014375454

Technical analysis as a sentiment barometer and the cross-section of stock returns

Ding, Wenjie; Mazouz, Khelifa; Ap Gwilym, Owain; Wang, … - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014419182

The predictive ability of technical trading rules: an empirical analysis of developed and emerging equity markets

Rink, Kevin - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015272880

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The predictive ability of technical trading rules : an empirical analysis of developed and emerging equity markets

Rink, Kevin - 2023

Article

Technical analysis : novel insights on contrarian trading

Eugster, Patrick; Uhl, Matthias - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014369312

Modification of technical analysis indicators and increasing the rate of return on investment

Oktaba, Paweł; Grzywińska-Rąpca, Małgorzata - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015445975

Seven Pitfalls of Technical Analysis

Caporale, Guglielmo Maria; Plastun, Alex - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014290123

Seven pitfalls of technical analysis

Caporale, Guglielmo Maria; Plastun, Alex - 2023

This paper examines the main drawbacks of technical analysis. Although this is widely used by practitioners, from an academic perspective it can only be seen as a form of "voodoo finance". In particular, it runs into the following pitfalls: Subjectivity; Doubtful assumptions; Unjustified...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013489574

The Ultimate Moving Average Handbook : Bringing Science into the Art of Trend Following

Zakamulin, Valeriy; Giner, Javier - 2025

1. Introduction -- Part I MOVING AVERAGES AND TREND-FOLLOWING TRADING RULES -- 2. Basics of Moving Averages -- 3. Trend-Following Trading Rules and Their Anatomy -- Part II QUANTITATIVE ASSESSMENT OF TRADING RULES -- 4. Quantifying Key Properties of Trend-Following Rules -- 5. Exploring...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015472001

The performance of momentum trading strategies in the U.S. natural gas futures

Gurrib, Ikhlaas; Hamdan, Dalia; Starkova, Olga - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015449577

Profitability of technical trading rules in the Chinese yuan-based foreign exchange market

Song, Shenyi; Chuang, O-Chia; Fu, Hsuan - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015433645

Analysis practice of exchange rate determinants : a case study of foreign exchange operators in trading rooms

Lamzouri, Ahmed Amine - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015417145

The impact of informed trading on the effectiveness of technical indicators : a behavioral finance perspective

Xie, Fei; Zhang, Yi; Yao, Yangyang; Liu, Yang; Chen, Xiao - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015404907

Investieren mit System : volkswirtschaftliche Analyse und Elliott-Wellen-Theorie als kombinierte Strategie

Eberwein, Konstantin - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015549503

The profitability of integrating technical analysis with liquidity premium trading strategy

Dong, Liang; Yu, Bo; Lam, Keith - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015555242

Building technical analysis strategies using multivariate longitudinal and time-to-event data in stock markets

Hu, Wenbin; Zhou, Junzi - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015591060

Prediction of cryptocurrency prices with the momentum indicators and machine learning

Lapitskaya, Darya; Eratalay, M. Hakan; Sharma, Rajesh - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015591123

Ichimoku cloud forecasting returns in the U.S.

Lutey, Matthew; Rayome, Dave - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015098747

Technical trading rules' profitability and dynamic risk premiums of cryptocurrency exchange rates

Masuku, Khumbulani L.; Gopane, Thabo J. - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015327968

Stock price forecasting for Jordan insurance companies amid the COVID-19 pandemic utilizing off-the-shelf technical analysis methods

Altarawneh, Ghada A.; Hassanat, Ahmad B.; Tarawneh, Ahmad S. - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013199985

The profitability of technical analysis during the COVID-19 market meltdown

Lento, Camillo; Gradojevic, Nikola - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014332393

Technical trading rules' profitability and dynamic risk premiums of cryptocurrency exchange rates

Masuku, Khumbulani L.; Gopane, Thabo J. - 2022

Purpose - The study considers time-varying risk premium in investigating the capability of technical analysis (TA) to predict and outperform a buy-hold strategy in Bitcoin exchange rate returns. Design/methodology/approach - The study tests the technical trading rule of fixed moving average...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012887325

Stock price forecasting for Jordan insurance companies amid the COVID-19 pandemic utilizing off-the-shelf technical analysis methods

Altarawneh, Ghada A.; Hassanat, Ahmad B.; Tarawneh, Ahmad S. - 2022

One of the most difficult problems analysts and decision-makers may face is how to improve the forecasting and predicting of financial time series. However, several efforts were made to develop more accurate and reliable forecasting methods. The main purpose of this study is to use technical...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013164219

Ichimoku cloud forecasting returns in the U.S.

Lutey, Matthew; Rayome, Dave - 2022

Purpose: We show that the Ichimoku Cloud can forecast stock returns in the U.S., Canada, Germany, and U.K. Design/methodology/approach: We use a regression of next months index return regressed on the Ichimoku Cloud entry signal for price crossing above 9 periods, 26 period, 52 periods and a...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013433593

Designing a novel model for stock price prediction using an integrated multi-stage structure : the case of the Bombay stock exchange

Sedighi, Mojtaba; Roodposhti, Fereydoon Rahnamay - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013503501

A state space modeling for proactive management in equity investment

Takahashi, Akihiko; Takahashi, Soichiro - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014234372

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A state space modeling for proactive management in equity investment

Takahashi, Akihiko; Takahashi, Soichiro - 2022

Book / Working Paper

A state space modeling for proactive management in equity investment

Takahashi, Akihiko; Takahashi, Soichiro - 2022

Book / Working Paper

Does the annual income earned influence the decision-making in the Indian Secondary equity market?

Isidore, R. Renu; Arun, Chockalingam Joe - 2022

The annual income earned plays a very important role in stock investing as it influences several dimensions of the investment process. The main goal of this research was to examine the role of the annual income earned by the secondary equity investors in the decision- making process. The...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013325839

The profitability of technical analysis during the COVID-19 market meltdown

Lento, Camillo; Gradojevic, Nikola - 2022

This article explores the profitability of technical trading rules around the COVID-19 pandemic market meltdown for the S&P 500 index, Bitcoin, Comex gold spot, crude oil WTI, and the VIX. Trading rule profits are estimated from January to May 2020, including three sub-periods, on a...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013273121