Forecasting stock prices using a data mining method: Evidence from emerging market

Author:

Farid Saqib1ORCID,Tashfeen Rubeena2,Mohsan Tahseen1,Burhan Arsal3

Affiliation:

1. Department of Banking and Finance, School of Business & Economics University of Management & Technology (UMT) Lahore Pakistan

2. FOMS, UCP Business School University of Central Punjab Lahore Pakistan

3. Department of Banking and Finance, School of Business and Economics University of Management & Technology (UMT) Lahore Pakistan

Publisher

Wiley

Subject

Economics and Econometrics,Finance,Accounting

Reference24 articles.

1. Introduction to financial forecasting

2. The British Accounting Review 1999 31 Fundamental information analysis: An extension and UK evidence

3. Al‐Radaideh Q. A. Assaf A. A. &Alnagi E.(2013 December).Predicting stock prices using data mining techniques. Paper presented at the International Arab conference on information technology (acit'2013).

4. Journal of banking & Finance 2024 28 Political news and stock prices: The case of Saddam Hussein contracts

5. Evaluation of Tree-Based Ensemble Machine Learning Models in Predicting Stock Price Direction of Movement

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1. Correlation Analysis of Stock Index Data Features Using Sequential Rule Mining Algorithms;Proceedings of International Conference on Data, Electronics and Computing;2023

2. Stock Investment Modeling and Prediction Using Vector Autoregression (VAR) and Cross Industry Standard Process for Data Mining (CRISP-DM);Lecture Notes in Electrical Engineering;2023

3. A Novel Approach to Improve Accuracy in Stock Price Prediction using Gradient Boosting Machines Algorithm compared with Naive Bayes Algorithm;2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N);2022-12-16

4. A review of data mining methods in financial markets;Data Science in Finance and Economics;2021

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