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Predicting financial performance for listed companies in Thailand during the transition period: A class-based approach using logistic regression and random forest algorithm
16 references·2 citing·56 second hop
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References

  • 1976Theory of the firm: Managerial behavior, agency costs and ownership structure71,441 cited
  • 2009The correlation coefficient: Its values range between +1/−1, or do they?1,611 cited
  • 2007Financial Constraints, Asset Tangibility, and Corporate Investment1,570 cited
  • 2014How does corporate social responsibility contribute to firm financial performance? The mediating role of competitive advantage, reputation, and customer satisfaction1,545 cited
  • 1999Information Technology Effects on Firm Performance as Measured by Tobin's q1,205 cited
  • 2005Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry1,035 cited
  • 2012The Capital Structure Decisions of New Firms900 cited
  • 1997The Impact of Size and Age on Firm-Level Performance: Some Evidence from India473 cited
  • 2020Predicting Stock Market Trends Using Machine Learning and Deep Learning Algorithms Via Continuous and Binary Data; a Comparative Analysis467 cited
  • 2019Machine learning in energy economics and finance: A review438 cited
  • 2021CatBoost model and artificial intelligence techniques for corporate failure prediction397 cited
  • 2020Forecasting stock prices with long-short term memory neural network based on attention mechanism366 cited
  • 2011Comparative analysis of data mining methods for bankruptcy prediction323 cited

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2012
Factors Affecting the Financial Performance of Jordanian Insurance Companies Listed at Amman Stock Exchange
307 cited
  • 2009The Determinants of Commercial Bank Profitability in Sub-Saharan Africa272 cited
  • 2013Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods215 cited
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    • 2024Exploring the challenges to cope with ripple effects in the perishable food supply chain considering recent disruptions: Implications for urban supply chain resilience39 cited
    • 2024Assessing the moderating effect of IT innovation on the interplay among company size, financial performance, and company value18 cited