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9 results for “Bankruptcy”

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Research ArticleOpen accessEvery word in the titleRetail Bankruptcy PredictionJohnny Pang, Mark KogelThis study reintroduces the famous discriminant functions from Edward Altman and Begley, Ming and Watts (BMW) that were used to predict bankrupts. We will formulate three new discriminant functions which differ from Altman’s and BMW’s re-estimated Altman model. Altman’s models as well as Begley, Ming and Watts’s re-estimated Altman model apply to publicly traded industries, whereas the new models formulated … …American Journal of Economics and Business Administration, Vol. 5, Issue 1 · 13 Sep 2013 · 7,472 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleOn the Predictability of Risk Box Approach by Genetic Programming Method for Bankruptcy PredictionAlireza Bahiraie, Noor Akma bt Ibrahim, A. K.M. AzharProblem statement: Theoretical based data representation is an important tool for model selection and interpretations in bankruptcy analysis since the numerical representation are much less transparent. Some methodological problems concerning financial ratios such as non-proportionality, non-asymetricity, non-scalicity are solved in this study and we presented a complementary technique for empirical analysis of financial ratios and bankruptcy risk. Approach: This study … …American Journal of Applied Sciences, Vol. 6, Issue 9 · 30 Sep 2009 · 7,948 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleOptimization of Multi-Layer Perceptron in Ensemble Using Random Search for Bankruptcy PredictionBambang Siswoyo, Zuraida Abal Abas, Ahmad Naim Che Pee et al.A corporation is in financial trouble if it has money problems but has yet to be bankrupt. Companies' financial woes must be identified early to implement various bankruptcy avoidance strategies. This study discusses the optimization of the multi-layer perceptron ensemble stacking classifier hyperparameter by majority voting as a methodology for constructing a classification model for bankruptcy prediction (MLP-STM). The primary … …Journal of Computer Science, Vol. 19, Issue 2 · 5 Feb 2023 · 7,229 accessesView PDFCite
Research ArticleOpen accessIn the keywordsRobust Logistic Regression to Static Geometric Representation of RatiosAlireza Bahiraie, Noor Akma Ibrahim, A.K.M. Azhar, Ismail Bin MohdProblem statement: Some methodological problems concerning financial ratios such as non-proportionality, non-asymetricity, non-salacity were solved in this study and we presented a complementary technique for empirical analysis of financial ratios and bankruptcy risk. This new method would be a general methodological guideline associated with financial data and bankruptcy risk. Approach: We proposed the use of a new measure of risk, … …Journal of Mathematics and Statistics, Vol. 5, Issue 3 · 30 Sep 2009 · 8,216 accessesView PDFCite
Research ArticleOpen accessIn the abstractAn Empirical Study of Efficiency Evaluation with Dynamic Strategy Trajectory Based on DEA Algorithm and BCG Model: A Case Study of Securities IndustryCheng-Shian Lin, Chun-Yueh LinThe U.S. Subprime Mortgage Crisis in 2008 led many financial institutions, including those in the securities industry, to the verge of bankruptcy. As the securities industry has a pivotal position in financial markets, this study aims to use Data Envelopment Analysis (DEA) to discuss the efficiency of the securities industry after the Financial Tsunami. In addition, this paper integrates the … …Journal of Social Sciences, Vol. 14, Issue 1 · 4 Apr 2018 · 8,166 accessesView PDFCite
Research ArticleOpen accessIn the abstractSmall Innovative Enterprises of UniversitiesFranz Edmundovich Sheregi, Alexey Valentinovich RidigerThe article analyzes the formation and operation of small innovative enterprises, established by Russian universities in the context of the technology platforms program, implemented in Russia and based on the experience of the developed countries. Facilitating the commercialization of university research activities by providing them with the right to set up small innovative businesses is a new phenomenon for Russia. … …American Journal of Applied Sciences, Vol. 13, Issue 3 · 28 Mar 2016 · 7,734 accessesView PDFCite
Research ArticleOpen accessIn the abstractEconomic and Financial Flow Generation in Tomato Industry in ItalyGiuseppe Bonazzi, Mattia IottiIn many Italian regions, firms operating in tomato industry have made significant investments in plants and machinery and often sell products to large food retail chains that require large stocks of inventory and have an average time of over 150 days for the payment of receivables. These management characteristics amplify capital requirements, in large part financed, increasing debt levels. Also, … …American Journal of Applied Sciences, Vol. 12, Issue 2 · 25 Mar 2015 · 7,118 accessesView PDFCite
Research ArticleOpen accessIn the abstractTHE CONSIDERATION AND PURPOSE OF BORROWING: AN EMPIRICAL EVIDENCE FROM INDONESIA LISTED COMPANIESVentje Ilat, Winston PontohDebt often graced in most of capital structure of companies, particularly in financial statement and became issues in context of trade off theory and pecking order theory in most studies. Debt usually related with profit matter, because it is always want to be achieved by every companies. It started when companies own equity is insufficient to create investment in company’s … …American Journal of Applied Sciences, Vol. 11, Issue 7 · 2 May 2014 · 7,002 accessesView PDFCite
Research ArticleOpen accessIn the abstractUsing Neutral Network in Predicting Corporate FailureHuong G. NguyenThis study investigates the predictive power of three neutral network models: Multi-layer neural network, probabilistic neural network, and logistic regression model in predicting corporate failure. Basing on the database provided by The Corporate Scorecard Group (CSG), we combine financial ratios which deem to be significant predictors of corporate bankruptcy in many previous empirical studies to build our predictive models and … …Journal of Social Sciences, Vol. 1, Issue 4 · 31 Dec 2005 · 7,324 accessesView PDFCite