Search Results - subject:"Technical indicators"

Exploring predictive prowess of ensemble machine learning models in banking stocks : a technical, fundamental, and macroeconomic analysis

Mohapatra, Sabyasachi; Mukherjee, Rohan; Apergēs, Nikolaos - In: IIMB Management Review 37 (2025) 2, pp. 1-16

our evaluation to 18 technical indicators alongside holding period returns of 20 Indian Banks between January 2013 and … variables along with 18 technical indicators designed using price, volume, and momentum. During stage 1, we observe a modest …. Particularly, for XGBoost, the reported accuracy range lies between 96% and 98%. Results indicate that while technical indicators …

Persistent link: https://www.econbiz.de/10015444485

Predictive modeling of foreign exchange trading signals using machine learning techniques

Enkhbayar, Sugarbayar; Ślepaczuk, Robert - 2024

Persistent link: https://www.econbiz.de/10014634708

Synergizing quantitative finance models and market microstructure analysis for enhanced algorithmic trading strategies

Mengshetti, Om; Gupta, Kanishk; Zade, Nilima; Kotecha, Ketan - In: Journal of open innovation : technology, market, and … 10 (2024) 3, pp. 1-11

when these four technical indicators combined to make a strategy, it can provide significantly more accurate and reliable …

Persistent link: https://www.econbiz.de/10015071775

Evaluating interpretable machine learning predictions for cryptocurrencies

El Majzoub, Ahmad; Rabhi, Fethi A.; Hussain, Walayat - In: Intelligent systems in accounting, finance & management 30 (2023) 3, pp. 137-149

Persistent link: https://www.econbiz.de/10014375320

Forecasting crude oil prices

Zhang, Yaojie; He, Mengxi; Wang, Yudong - In: Energy Forecasting, (pp. 1-22). 2025

Persistent link: https://www.econbiz.de/10015449086

Technical indicators and aggregate stock returns : an updated look

Shi, Qi - In: Journal of multinational financial management 77 (2025), pp. 1-14

Persistent link: https://www.econbiz.de/10015330190

Forecasting natural gas futures prices using hybrid machine learning models during turbulent market conditions : the case of the Russian-Ukraine crisis

Nagula, Pavan Kumar; Alexakis, Christos A. - In: Journal of forecasting 44 (2025) 4, pp. 1501-1512

Persistent link: https://www.econbiz.de/10015464677

Reinforcement learning based dynamic asset allocation with technical and macro-economic analysis

Jeon, Jong Ha; Lee, Zoonky; Park, Dojoon - In: Journal of economic development 50 (2025) 3, pp. 123-145

Persistent link: https://www.econbiz.de/10015472669

The efficiency of various types of input layers of LSTM model in investment strategies on S&P500 index

Thi Thu Giang Nguyen; Ślepaczuk, Robert - 2022

Persistent link: https://www.econbiz.de/10013474013

Developing hybrid deep learning models for stock price prediction using enhanced Twitter sentiment score and technical indicators

Das, Nabanita; Sadhukhan, Bikash; Ghosh, Rajdeep; … - In: Computational economics 64 (2024) 6, pp. 3407-3446

Persistent link: https://www.econbiz.de/10015144242

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