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  • Search: subject:"Linear discriminant analysis"
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Year of publication
Subject
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Diskriminanzanalyse 378 Discriminant analysis 324 Theorie 136 Theory 134 Insolvenz 70 Kreditwürdigkeit 68 Prognoseverfahren 68 Credit rating 67 Forecasting model 67 Insolvency 65 Regressionsanalyse 58 Cluster analysis 57 Clusteranalyse 57 Regression analysis 54 Credit risk 40 Kreditrisiko 40 Classification 33 Deutschland 33 Klassifikation 32 Estimation 31 Schätzung 31 Germany 29 Linear discriminant analysis 29 Logit-Modell 29 USA 29 Logit model 28 United States 28 discriminant analysis 27 Neural networks 25 Neuronale Netze 25 Betriebliche Kennzahl 21 Financial ratio 21 linear discriminant analysis 20 Konjunktur 19 Zeitreihenanalyse 19 Multivariate Analyse 18 Bilanzanalyse 17 Business cycle 17 Time series analysis 17 Artificial intelligence 14
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Online availability
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Free 103 Undetermined 90 CC license 5
Type of publication
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Article 244 Book / Working Paper 175
Type of publication (narrower categories)
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Article in journal 182 Aufsatz in Zeitschrift 182 Working Paper 58 Graue Literatur 55 Non-commercial literature 55 Arbeitspapier 53 Hochschulschrift 26 Aufsatz im Buch 24 Book section 24 Thesis 17 Dissertation u.a. Prüfungsschriften 14 Bibliografie enthalten 5 Bibliography included 5 Forschungsbericht 5 Lehrbuch 4 Article 2 Case study 2 Fallstudie 2 Textbook 2 Collection of articles of several authors 1 Collection of articles written by one author 1 Conference proceedings 1 Konferenzschrift 1 Sammelwerk 1 Sammlung 1 research-article 1
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Language
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English 311 German 70 Undetermined 33 Polish 2 Spanish 2 Portuguese 1
Author
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Weihs, Claus 18 Heilemann, Ullrich 9 Han, Xuehui 7 Wei, Shang-jin 7 Elder, Todd E. 5 Goddeeris, John Henry 5 Haider, Steven 5 Müller, Marlene 5 Münch, Heinz Josef 5 Bleier, Ernst 4 Garczarek, Ursula 4 Luebke, Karsten 4 Metwally, Mokhtar Mohammed 4 Schuhr, Roland 4 Vogtländer, Kai 4 Zucknick, Manuela 4 Adrian, Tobias 3 Christmann, Andreas 3 Estrella, Arturo 3 Fuster, Andreas 3 Goldsmith-Pinkham, Paul 3 Härdle, Wolfgang 3 Jabeur, Sami Ben 3 Koehler, Gary J. 3 Njoku, Jonathan 3 Norman, Peter 3 Punniyamoorthy, M. 3 Ramadorai, Tarun 3 Rousseeuw, Peter J. 3 Saen, Reza Farzipoor 3 Savasan, Fatih 3 Schneider, Friedrich 3 Temme, Thorsten 3 Thoppan, Jose Joy 3 Walther, Ansgar 3 Abdou, Hussein A. 2 Affes, Zeineb 2 Aytug, Haldun 2 Beinert, Claudia 2 Benbachir, Saâd 2
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Institution
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Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 4 Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse 2 Deutsche Bundesbank 1 Fachbuchverlag Leipzig in Carl Hanser GmbH & Co. KG 1 Institut de Préparation à l'Administration et à la Gestion (IPAG) 1 International Federation of Classification Societies 1 National Bureau of Economic Research 1 Sonderforschungsbereich Komplexitätsreduktion in Multivariaten Datenstrukturen <Dortmund> 1 Türkiye Cumhuriyet Merkez Bankası 1
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Published in...
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Technical report / Sonderforschungsbereich 475 Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 19 Europäische Hochschulschriften / 5 6 Computational Statistics 4 Computational economics 4 Decision support systems : DSS ; the international journal 4 Technical Report 4 Technical Reports / Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 4 Computational Statistics & Data Analysis 3 European journal of operational research : EJOR 3 Fundamentals of marketing research ; Vol. 5 3 Global business & economics review 3 Journal of Multivariate Analysis 3 Technological forecasting & social change : an international journal 3 Banks and bank systems : international research journal 2 Classification - the ubiquitous challenge : proceedings of the 28th annual conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables 2 Developing an effective model for detecting trade-based market manipulation 2 Discussion paper / Centre for Economic Policy Research 2 Discussion paper / Humboldt-Universität zu Berlin, Sonderforschungsbereich 373 Quantifikation und Simulation Ökonomischer Prozesse 2 Discussion papers of interdisciplinary research project 373 2 Diskussionsbeiträge / Universität Leipzig, Wirtschaftswissenschaftliche Fakultät 2 Empirische Wirtschaftsforschung heute : Festschrift für Ullrich Heilemann zum 65. Geburtstag 2 Folia oeconomica Stetinensia : FOS 2 Fuzzy economic review : the review of the International Association for Fuzzy-Set Management and Economy 2 IZA Discussion Paper 2 International journal of accounting and information management 2 International journal of applied business and economic research 2 International journal of economics and accounting : IJEA 2 International journal of economics and finance 2 International journal of entrepreneurship and small business : IJESB 2 International journal of forecasting 2 Inventi impact: microfinance & banking 2 Journal of accounting & management information systems : JAMIS 2 Journal of business and economic perspectives 2 Journal of econometrics 2 Mokslo darbai / Ekonomika 2 P / the Rand Corporation 2 Prague economic papers : a bimonthly journal of economic theory and policy 2 Reihe Quantitative Ökonomie : Ökon 2 Review of quantitative finance and accounting 2 Schriften des Instituts für Revisionswesen der Westfälischen Wilhelms-Universität Münster 2
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Source
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ECONIS (ZBW) 349 USB Cologne (EcoSocSci) 30 RePEc 25 Other ZBW resources 8 EconStor 7
Showing 11 - 20 of 419
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The use of discriminant analysis to assess the risk of bankruptcy of enterprises in crisis conditions using the example of the tourism sector in Poland
Wieprow, Joanna; Gawlik, Agnieszka - In: Risks : open access journal 9 (2021) 4, pp. 1-11
The aim of this article is to use multiple discriminant analysis (MDA) and logit models to assess the risk of bankruptcy of companies in the Polish tourism sector in the crisis conditions caused by the COVID-19 pandemic. A review of the literature is used to select models appropriate to analyze...
Persistent link: https://www.econbiz.de/10012508765
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Bankruptcy prediction of small- and medium-sized enterprises in Poland based on the LDA and SVM methods
Ptak-Chmielewska, Aneta - In: Statistics in transition : an international journal of … 22 (2021) 1, pp. 179-195
involve the application of traditional methods, including linear discriminant analysis (LDA), logistic regression and probit …
Persistent link: https://www.econbiz.de/10012487149
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Credit risk assessment : a comparison of the performances of the linear discriminant analysis and the logistic regression
Levy, Aldo; Baha, Riad - In: International journal of entrepreneurship and small … 42 (2021) 1/2, pp. 169-186
Persistent link: https://www.econbiz.de/10012510098
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Multivariate analysis : an application-oriented introduction
Backhaus, Klaus; Erichson, Bernd; Gensler, Sonja; … - 2023 - Second edition
Introduction to empirical data analysis -- Regression analysis -- Analysis of variance -- Discriminant analysis -- Logistic regression -- Contingency analysis -- Factor analysis -- Cluster analysis -- Conjoint analysis.
Persistent link: https://www.econbiz.de/10014306612
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Shapley values as an interpretability technique in credit scoring
Toit, Hendrik Andries du; Schutte, Willem Daniël; … - In: The journal of risk model validation 17 (2023) 4, pp. 21-47
Persistent link: https://www.econbiz.de/10014485964
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Predictably Unequal? The Effects of Machine Learning on Credit Markets
Fuster, Andreas - 2020
Innovations in statistical technology have sparked concerns about distributional impacts across categories such as race and gender. Theoretically, as statistical technology improves, distributional consequences depend on how changes in functional forms interact with cross-category distributions...
Persistent link: https://www.econbiz.de/10012853445
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Could the Altman Z-Score Model Detect the Financial Distress in Ghana? Multivariate Discriminant Analysis
MacCarthy, John - 2020
The purpose of this paper is to assess the effectiveness of the Altman Z-score model to discriminate between financially distressed and non-financially distressed manufacturing firms listed on the Ghana Stock Exchange. Eleven firms consisting of two financially distressed and nine...
Persistent link: https://www.econbiz.de/10012829025
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Accuracy of Financial Distress Model Prediction : The Implementation of Artificial Neural Network, Logistic Regression, and Discriminant Analysis
Nur, Triasesiarta - 2020
The ability to predict financial failure forms an essential topic in financial research. The various models developed to predict the occurrence of Financial Distress and serve as an early warning system for the company's stakeholders before bankruptcy occurs. Enhanced accuracy of the predictions...
Persistent link: https://www.econbiz.de/10012834492
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Application of discriminant analysis for avoiding the risk of quarry operation failure
Csikosova, Adriana; Janoskova, Maria; Culkova, Katarina - In: Journal of risk and financial management : JRFM 13 (2020) 10/231, pp. 1-14
Activity in the mining industry is based on the profitability principle similar to other business sectors. In the case of stone pits, gravel and sand quarries, it presents a very complex task, mainly due to the fact that the economy of localities is influenced greatly by natural conditions,...
Persistent link: https://www.econbiz.de/10012388000
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Detection models for unintentional financial restatements
Papík, Mário; Papíková, Lenka - In: Journal of Business Economics and Management (JBEM) 21 (2020) 1, pp. 64-86
restatement companies over 10 years and develops two new pioneer prediction models, one based on linear discriminant analysis (LDA …
Persistent link: https://www.econbiz.de/10015401544
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