Edward I. Altman’s research while affiliated with New York University and other places

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Publications (65)


Investing in Distressed Securities
  • Chapter

December 2011

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74 Reads

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6 Citations

Edward I. Altman

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Size of the MarketDistressed Securities InvestorsInvestment StrategiesCapital Structure ArbitrageBonds Versus Loans



Risk‐Return Performance of Defaulted Bonds and Bank Loans

December 2011

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9 Reads

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2 Citations

Defaulted Corporate Bond IndexDefaulted Corporate Bank Loan IndexMarket/Face Value RatiosPerformance MeasurementPerformance of Defaulted Bonds, 2004Eighteen-Year Comparative PerformanceDefaulted Bank Loan PerformanceCombined Bond and Bank Loan IndexDiversification: Management Styles and Return CorrelationsProportion and Size Of The Distressed and Defaulted Public and Private Debt MarketsConclusion


Firm Valuation and Corporate Leveraged Restructuring

December 2011

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17 Reads

Corporate Restructurings: Definitions and Objectives Mergers and AcquisitionsLeveraged RestructuringsLinking Capital Structure Theory with Leveraged RestructuringsDeleveragingLeveraged Restructuring and Value-Two ExamplesLinking Back To Financial TheoryBankruptcy and Distressed Firm CostsThe Concept Of Temporary DebtEmpirical Evidence On Successful Lbos and Debt PaydownConclusion


Corporate Credit Scoring–insolvency Risk Models

December 2011

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44 Reads

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28 Citations

The Enormous Increase in Large Corporate FailuresCredit Scoring ModelsTraditional Ratio AnalysisDiscriminant AnalysisDevelopment of The Z-Score ModelEstimating The Probability of Default: Bond Rating Equivalent Method Comparison of Bankruptcy ModelsLoss Given Default Estimates (Default Recoveries)Expected Default Frequency (Edf) ModelThe Enron Example: Models Versus RatingsWorldcom: A Case of Huge Indirect Bankruptcy CostsConclusion


Application of Distress Prediction Models

December 2011

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3 Reads

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1 Citation

LendersAccounts Receivable ManagementInvestorsSecurity AnalystsRegulatorsAuditorsBankruptcy LawyersLegal ApplicationsBond RatersRisk Management and Strategy ConsultantsRestructuring Advisers and Bankers, Turnaround Crisis Managers, and Accounting FirmsGovernment Agencies and Other Purchasers





The High Yield Bond Market: Risks and Returns for Investors and Analysts

December 2011

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14 Reads

Defaults and Default Rates in 2004 and Over the Past 25 YearsDefault Rates and Economic ActivityBankruptciesIndustry DefaultsAge of DefaultsFallen Angel DefaultsDefault Losses and RecoveriesRelated Recovery Rate ResultsMortality Rates and LossesComparing Cumulative Default Rates Across SourcesReturns and SpreadsNew Issue and Other Changes in the MarketConclusion


Citations (34)


... These frameworks emphasize the importance of reductions in costs and assets to restore profitability while simultaneously investing resources to strengthen the firm's market position (Trahms et al., 2013). Recent research has bridged SME failure prediction modeling with turnaround strategies (Altman et al., 2024), while other authors have underscored the significance of entrepreneurial orientation and managerial experience as vital contributors to effective turnaround strategies (Mayr et al., 2017;Vedy et al., 2021). ...

Reference:

Predicting viability of small businesses on the edge of failure
Bouncing back to the surface: Factors determining SME recovery
  • Citing Article
  • Full-text available
  • November 2024

Journal of Small Business Management

Edward I. Altman

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... Initial studies focused on Japan (Ahearne and Shinada, 2005;Caballero et al., 2008;Hoshi, 2006), later expanding to China and its influential environment Shen et al., 2023). The issue is now recognized globally, with zombie firms among listed companies rising to around 7% by 2020 (Altman et al., 2024). Altman et al. (2024) highlight its uneven spread across the world's 20 largest economies, prompting questions about the country-level factors driving this phenomenon. ...

Global zombie companies: measurements, determinants, and outcomes
  • Citing Article
  • March 2024

Journal of International Business Studies

... For that purpose, however, is further research required related to the measurement of entrepreneurial resilience. Some previous work on this topic has already been performed (Fatoki, 2018), but to operationalize resilience in the context of business failure prediction, additional effort is needed, similar to the operationalization of the Omega-Score (Altman et al., 2023). This could significantly reduce the risk of loan defaults and support business continuity by better identifying businesses with recovery potential. ...

The Omega Score: An improved tool for SME default predictions
  • Citing Article
  • April 2023

Journal of the International Council for Small Business

... Our preference towards adaptive LASSO over other regularization methods relies on the oracle property, which guarantees a consistent selection of independent variables in large samples. For example, standard LASSO regularization (Tibshirani, 1996), which has been recently employed to predict high growth firms (Chae, 2024;Coad & Srhoj, 2020) and bankruptcy risk (Altman et al., 2023), may lead to an inconsistent selection (Zou, 2006). The adaptive LASSO regularization is defined as: ...

Revisiting SME default predictors: The Omega Score

Journal of Small Business Management

... When there is a real estate market crisis, it has an immediate effect on investor sentiment in the real estate bond market as well as the corporate bond market. When examining the impact of the Evergrande real estate crisis on capital markets, Altman et al. (2022) find that the corporate bond market reacted more negatively and strongly during crisis events whereas equity markets reacted weaker or hardly reacted at all to events. This suggests that debt market investors are more concerned about downside risk than equity investors when considering repayment function, liquidity and market participants (Bai et al., 2019). ...

Has the Evergrande debt crisis rattled Chinese capital markets? A series of event studies and their implications
  • Citing Article
  • August 2022

Finance Research Letters

... Boubakri et al. (2013) argue that a potent government might control SOEs to make prudent investment decisions to maintain social benefits and employment prospects in the context of privatization. Concentrated ownership benefits firms by mitigating FD, as large shareholders (blockholders) have incentives to curb managerial actions, such as excessive risk-taking (Miglani et al., 2015) but ownership concentration magnifies the risk of Vietnamese companies (Tran & Le, 2020). Firms with CEO ownership have a lower FD probability (Brédart, 2013). ...

Effects of corporate financial distress on peer firms: do intra-industry non-distressed firms become more conditionally conservative?
  • Citing Article
  • May 2022

Accounting and Business Research

... In order to analyze the impact of Evergrande's bond default in September 2021 on six Asian stock indexes (to consider the possible stock market integration), we use an event study approach. Although this methodology has been widely used in the financial literature to assess the impact of unanticipated events, as we can notice, excluding the study of Altman et al. (2022), which is only focused on Chinese markets, this is the first study to apply this methodology to analyze the impact of Evergrande's September 2021 bond default on various Asian financial markets. In addition, we analyze the indexes before and after the event date and compare return means and variances to find possible differences in the behavior of the series under analysis. ...

Has the Evergrande Debt Crisis Rattled Chinese Capital Markets? A Series of Event Studies and Their Implications
  • Citing Article
  • January 2022

SSRN Electronic Journal

... Finanç. -USP, São Paulo, v. 35, n. 95, e1913, 2024 financial market (Fernandes, 2020;Sharif et al., 2020), firm bankruptcy (Bernardi et al., 2021), corporate performance (Hu & Zhang, 2021), and credit risk downgrades (Altman et al., 2022). ...

Assessing Corporate Credit Risk Transitions and Bankruptcy Prediction on SMEs as a Result of the COVID-19 Pandemic

SSRN Electronic Journal

... In columns 1-2 of Table 11, where the list of control variables is adopted based on the related literature [66,67] to yield estimation results of financial distress, we observe a negative association between banking uncertainty and Z-score-a reverse measure of financial distress. This indicates that uncertainty leads to an escalation of firm financial distress risk. ...

Does economic policy uncertainty exacerbate corporate financial distress risk?
  • Citing Article
  • January 2021

The Journal of Credit Risk

... al., (2008) in their research about the missing period in Japan 1990iest. With the COVID-19 situation entering its 3rd year, it has impact on the raising concern between governments, bank centrals, academics, media, and event judges that handle the bankruptcy claim regarding the increase numbers of zombie firms in the late several years (Altman et al., 2021). Hofmann (2018, 2020) indicate that zombie firms have increase significantly in the last 30 years, where only 2% in early 1990 became 12% in 2018, even though the global economy has shown improvements within the years. ...

Global Zombies
  • Citing Article
  • January 2021

SSRN Electronic Journal