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Practical insights into predicting defaults in small and medium-sized enterprises
16 references·0 citing·33 second hop
Practical insights into predicting defaults in small and medium-sized enterprises (2024)Practical insights into predicting defaul…SME default prediction: A systematic methodology-focused review (2023)SME default prediction: A sys…Revisiting SME default predictors: The Omega Score (2022)Revisiting SME default predic…Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection (2020)Bankruptcy prediction for SME…A Race for Long Horizon Bankruptcy Prediction (2020)A Race for Long Horizon Bankr…Combining Kohonen maps and prior payment behavior for small enterprise default prediction (2018)Combining Kohonen maps and pr…Solvency prediction for small and medium enterprises in banking (2017)Solvency prediction for small…The effect of feature selection on financial distress prediction (2014)The effect of feature selecti…Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods (2013)Performance of corporate bank…Modelling Credit Risk for SMEs: Evidence from the U.S. Market (2007)Modelling Credit Risk for SME…A Review of Bankruptcy Prediction Studies: 1930 to Present (2006)A Review of Bankruptcy Predic…The Non-submission of Accounts and Small Company Financial Failure Prediction (1988)The Non-submission of Account…Non‐Financial Symptoms and the Prediction of Small Company Failure: A Test of Argenti's Hypotheses (1987)Non‐Financial Symptoms and th…The Prediction of Small Company Failure: Some Behavioural Evidence for the UK (1986)The Prediction of Small Compa…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction (1972)An Empirical Test of Financia…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks (2014)Classifiers consensus system approach for credit scoring (2016)Big Data technologies: A survey (2017)Conditional logit analysis of qualitative choice behavior (1972)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems (2005)Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis (2021)Bankruptcy Prediction using the XGBoost Algorithm and Variable Importance Feature Engineering (2022)Credit risk measurement: Developments over the last 20 years (1997)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)How does financial literacy impact on inclusive finance? (2021)Cryptocurrency trading: a comprehensive survey (2022)Survey of feature selection and extraction techniques for stock market prediction (2023)An evaluation of Altman's Z-score using cash flow ratio to predict corporate failure amid the recent financial crisis: Evidence from the UK (2015)Remaining Financially Healthy and Competitive: The Role of Financial Predictors (2020)Statistical and machine learning models in credit scoring: A systematic literature survey (2020)FINANCIAL RATIOS AND DIFFERENT FAILURE PROCESSES (1991)The Relationship between Written Business Plans and the Failure of Small Businesses in the U.S. (2001)Learning About Failure: Bankruptcy, Firm Age, and the Resource-Based View (2003)Statistical Models of Bond Ratings: A Methodological Inquiry (1979)Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis (1999)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Determinants and Predictors of SMEs’ Financial Failure: A Logistic Regression Approach (2020)Bankruptcy prediction using fuzzy convolutional neural networks (2021)A transformer-based model for default prediction in mid-cap corporate markets (2022)The Debt Contracting Value of Accounting Information and Loan Syndicate Structure (2007)Crowdfunding social ventures: a model and research agenda (2013)Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables (2013)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1972An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction767 cited
  • 2007Modelling Credit Risk for SMEs: Evidence from the U.S. Market606 cited
  • 2006A Review of Bankruptcy Prediction Studies: 1930 to Present397 cited
  • 2020Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection381 cited
  • 1987Non‐Financial Symptoms and the Prediction of Small Company Failure: A Test of Argenti's Hypotheses302 cited
  • 2014The effect of feature selection on financial distress prediction234 cited
  • 2013Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods215 cited
  • 2020A Race for Long Horizon Bankruptcy Prediction75 cited
  • 2022Revisiting SME default predictors: The Omega Score65 cited
  • 1986The Prediction of Small Company Failure: Some Behavioural Evidence for the UK65 cited
  • 2018Combining Kohonen maps and prior payment behavior for small enterprise default prediction48 cited
  • 2023SME default prediction: A systematic methodology-focused review45 cited

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  • 2017Solvency prediction for small and medium enterprises in banking45 cited
  • 1988The Non-submission of Accounts and Small Company Financial Failure Prediction37 cited
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