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  • Search: subject_exact:"Diskriminanzanalyse"
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Year of publication
Subject
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Diskriminanzanalyse 419 Discriminant analysis 324 Theorie 144 Theory 137 Kreditwürdigkeit 72 Insolvenz 70 Prognoseverfahren 69 Credit rating 68 Forecasting model 67 Insolvency 65 Clusteranalyse 61 Cluster analysis 59 Regressionsanalyse 58 Regression analysis 53 Kreditrisiko 40 Credit risk 39 Deutschland 34 Schätzung 34 Statistik 32 Klassifikation 31 USA 31 Classification 30 Estimation 30 Germany 29 Logit-Modell 29 discriminant analysis 29 Logit model 28 Neuronale Netze 28 United States 28 Neural networks 27 Zeitreihenanalyse 25 Konjunktur 24 Betriebliche Kennzahl 21 Financial ratio 21 Bilanzanalyse 20 Multivariate Analyse 19 Business cycle 18 Time series analysis 17 Multivariate analysis 15 Artificial intelligence 14
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Online availability
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Free 107 Undetermined 63 CC license 4
Type of publication
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Article 224 Book / Working Paper 196
Type of publication (narrower categories)
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Article in journal 178 Aufsatz in Zeitschrift 178 Working Paper 68 Graue Literatur 56 Non-commercial literature 56 Arbeitspapier 53 Hochschulschrift 29 Aufsatz im Buch 24 Book section 24 Thesis 17 Dissertation u.a. Prüfungsschriften 14 Bibliografie enthalten 6 Bibliography included 6 Lehrbuch 6 Forschungsbericht 5 Textbook 3 Case study 2 Fallstudie 2 Article 1 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 307 German 82 Undetermined 26 Polish 2 Spanish 2 Portuguese 1
Author
All
Weihs, Claus 19 Heilemann, Ullrich 12 Münch, Heinz Josef 8 Han, Xuehui 7 Wei, Shang-jin 7 Elder, Todd E. 6 Goddeeris, John Henry 5 Haider, Steven 5 Luebke, Karsten 5 Müller, Marlene 5 Bleier, Ernst 4 Metwally, Mokhtar Mohammed 4 Savasan, Fatih 4 Schuhr, Roland 4 Adrian, Tobias 3 Doluschitz, Reiner 3 Engelmann, Bernd 3 Engler, Barbara 3 Estrella, Arturo 3 Fuster, Andreas 3 Garczarek, Ursula 3 Glover, Fred 3 Goldsmith-Pinkham, Paul 3 Hayden, Evelyn 3 Härdle, Wolfgang 3 Jabeur, Sami Ben 3 Koehler, Gary J. 3 Njoku, Jonathan 3 Norman, Peter 3 Punniyamoorthy, M. 3 Ramadorai, Tarun 3 Rothfuß, Kathrin 3 Saen, Reza Farzipoor 3 Schneider, Friedrich 3 Schäfer-Jäckel, Elke 3 Sondhauss, Ursula 3 Soyka, Dirk 3 Tasche, Dirk 3 Temme, Thorsten 3 Thoppan, Jose Joy 3
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Institution
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Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse 2 Betriebswirtschaftliches Institut der Friedrich-Alexander-Universität Erlangen-Nürnberg 1 Deutsche Bundesbank 1 Fachbuchverlag Leipzig in Carl Hanser GmbH & Co. KG 1 Glasgow College of Technology / Department of Economics 1 Institut für Bankwirtschaft und Bankrecht an der Universität zu Köln / Abteilung Bankwirtschaft 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 Technical Report 11 Europäische Hochschulschriften / 5 6 European journal of operational research : EJOR 5 Computational economics 4 Decision support systems : DSS ; the international journal 4 Fundamentals of marketing research ; Vol. 5 3 Global business & economics review 3 Technological forecasting & social change : an international journal 3 Working paper 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 Foundations of empirical economic research 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 Jahrbücher für Nationalökonomie und Statistik 2 Journal of accounting & management information systems : JAMIS 2 Journal of business and economic perspectives 2 Journal of econometrics 2 Lehr- und Handbücher der Betriebswirtschaftslehre 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 Reprint 2 Review of quantitative finance and accounting 2
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Source
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ECONIS (ZBW) 371 USB Cologne (EcoSocSci) 30 EconStor 16 USB Cologne (business full texts) 1 RePEc 1 Other ZBW resources 1
Showing 1 - 50 of 420
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A classification methodology for assessing countries in terms of tourism competitiveness
Smirlis, Yiannis; Ioakimidis, Marilou - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015397373
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An efficient hybrid algorithm to solve credit scoring problem
Barhdadi, Mohamed; Benyacoub, Badreddine; Ouzineb, Mohamed - 2023
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014336390
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Determinants of credit ratings in Asian listed firms : evidence from discriminant analysis and logit method
Sajjad, Faiza - In: International journal of business and emerging markets … 17 (2025) 2, pp. 199-214
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015376736
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Gas-Liquid Flow Regime Identification Via a Non-Intrusive Optical Sensor Combined with Polynomial Regression and Linear Discriminant Analysis
sarkodie, kwame; Fergusson - Ress, Andrew; ABDULKADIR, … - 2022
The identification of gas-liquid flow regimes for co-current upward flow in a vertical pipe is investigated using Polynomial regression (PR) and Linear Discriminant analysis (LDA) on the response from a non-intrusive optical sensor. The average voltage and associated standard deviation can be...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013301821
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Who did the Affordable Care Act Medicaid expansion impact? : using linear discriminant analysis to estimate the probability of being a complier
Chu, Benjamin C. - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013332636
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An econometric identification of abnormally low bids in the procurement market : discriminant analysis
Jeong, Jinook; Lee, Hyunwoo; Kim, Jung Jae - In: Journal of industrial and business economics 51 (2024) 1, pp. 211-234
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014512489
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A novel modified binning and logistics regression to handle shifting in credit scoring
Anggodo, Yusuf Priyo; Girsang, Abba Suganda - In: Computational economics 63 (2024) 6, pp. 2371-2403
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014636748
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GRASS GIS for classification of Landsat TM images by maximum likelihood discriminant analysis : Tokyo area, Japan
Lemenkova, Polina - 2021
The presented paper is focused on satellite image analysis using GRASS GIS. The aim is to perform comparative analysis of the land cover changes in Tokyo metropolitan area through spatial analysis. Data include multi-temporal Landsat TM satellite images on 2002, 2006 and 2011. The images were...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013237699
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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, ebvufind01.dmz1.zbw.eu/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
The impact the last financial crisis had on the small- and medium-sized enterprises (SMEs) sector varied across countries, affecting them on different levels and to a different extent. The economic situation in Poland during and after the financial crisis was quite stable compared to other EU...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012487149
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Classifications on wine informatics using PCA, LDA, and supervised machine learning techniques
Jena, Swarna Prabha; Paikaray, Bijay Kumar; Pramanik, … - In: International journal of work innovation : IJWI 4 (2023) 1, pp. 58-73
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014478743
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Multivariate Analysemethoden : eine anwendungsorientierte Einführung
Backhaus, Klaus; Erichson, Bernd; Gensler, Sonja; … - 2023 - 17., aktualisierte Auflage
Einführung in die empirische Datenanalyse -- Regressionsanalyse -- Varianzanalyse -- Kontingenzanalyse (Kreuztabellierung) -- Logistische Regression -- Diskriminanzanalyse -- Faktorenanalyse -- Clusteranalyse -- Conjointanalyse.
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014306611
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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, ebvufind01.dmz1.zbw.eu/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, ebvufind01.dmz1.zbw.eu/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, ebvufind01.dmz1.zbw.eu/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, ebvufind01.dmz1.zbw.eu/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, ebvufind01.dmz1.zbw.eu/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, ebvufind01.dmz1.zbw.eu/10012388000
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Detection models for unintentional financial restatements
Papík, Mário; Papíková, Lenka - In: Journal of business economics and management 21 (2020) 1, pp. 64-86
The aim of manuscript is to analyze and identify determinants of honest accounting errors leading to financial restatements based on data from SEC database and from annual reports. Reason for this study is that accounting errors are expensive for companies that need to change already published...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012176183
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A Discriminant Analysis of Insurance Companies in Ukraine
Riashchenko, Viktoriia - 2019
Determining and forecasting the financial situation of insurance companies of Ukraine has become an important issue of financial supervision in view of the need to ensure the sustainability of the financial sector and reduce the negative impact of the insolvency of insurance companies. Given the...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012894009
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A new index score for the assessment of firm financial risks
Çolak, Mehmet Selman - Türkiye Cumhuriyet Merkez Bankası - 2019
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012109625
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Predicting financial distress of companies : comparison between multivariate discriminant analysis and multilayer perceptrion for Tunisian case
Mraihi, Fayçal; Kanzari, Inane - 2019
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012059753
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Application of AI in credit scoring modeling
Popovych, Bohdan - 2022
The scope of this study is to investigate the capability of AI methods to accurately detect and predict credit risks based on retail borrowers' features. The comparison of logistic regression, decision tree, and random forest showed that machine learning methods are able to predict credit...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013465855
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Operations-based classification of the bullwhip effect
Gupta, Sachin; Saxena, Anurag - In: Journal of modelling in management 17 (2022) 1, pp. 134-153
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012886287
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A class of categorization methods for credit scoring models
Silva, Diego M. B.; Pereira, Gustavo H. A.; Magalhães, … - In: European journal of operational research : EJOR 296 (2022) 1, pp. 323-331
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012820170
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Predictably unequal? : the effects of machine learning on credit markets
Fuster, Andreas; Goldsmith-Pinkham, Paul; Ramadorai, Tarun - In: The journal of finance : the journal of the American … 77 (2022) 1, pp. 5-47
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012796507
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Predicting bitcoin price movements using sentiment analysis : a machine learning approach
Gurrib, Ikhlaas; Kamalov, Firuz - In: Studies in economics and finance 39 (2022) 3, pp. 347-364
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013355157
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Linear discriminant analysis and logistic regression for default probability prediction : the case of an Italian local bank
D'Amato, Antonio; Mastrolia, Emiliano - In: International journal of managerial and financial … 14 (2022) 4, pp. 323-343
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013415111
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Multiclass discriminant analysis using ensemble technique : case illustration from the banking industry
Viswanathan, P. K.; Srivathsan, Sandeep; Winston, Wayne L. - In: Journal of emerging market finance 21 (2022) 1, pp. 92-115
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013171278
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New results on multi-dimensional linear discriminant analysis
Beck, Amir; Sharon, Raz - In: Operations research letters 50 (2022) 1, pp. 1-7
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013177154
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Using machine learning methods to predict financial performance : does disclosure tone matter?
Mousa, Gehan A.; Elamir, Elsayed A. H.; Hussainey, Khaled - In: International journal of disclosure and governance 19 (2022) 1, pp. 93-112
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013163943
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How successful are energy efficiency investments? : a comparative analysis for classification & performance prediction
Doukas, Haris; Xidonas, Panos; Mastromichalakis, Nikos - In: Computational economics 59 (2022) 2, pp. 579-598
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013169022
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Verkaufsbereitschaft für biogene Ressourcen : Marktpotenzial von Stroh in Abhängigkeit des landwirtschaftlichen Entscheidungsverhaltens
Gaus, Cord-Christian Heinz Caspar - 2018
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012169141
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Bankruptcy prediction in Visegrad group countries using multiple discriminant analysis
Kliestik, Tomas; Vrbka, Jaromir; Rowland, Zuzana - In: Equilibrium : quarterly journal of economics and … 13 (2018) 3, pp. 569-593
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012231992
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Borrowers' credit quality scoring model and applications, with default discriminant analysis based on the extreme learning machine
Pang, Sulin; Hou, Xianyan; Xia, Lianhu - In: Technological forecasting & social change : an … 165 (2021), pp. 1-13
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012671712
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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, ebvufind01.dmz1.zbw.eu/10012510098
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Discriminant analysis of distributional data via fractional programming
Dias, Sónia; Brito, Paula; Amaral, Paula - In: European journal of operational research : EJOR 294 (2021) 1, pp. 206-218
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012591353
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Understanding distress and default in Jordanian companies using multiple discriminant analysis
Elhaj, Malik R. - In: Global business & economics review 25 (2021) 1, pp. 40-50
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012594576
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Using non-parametric count model for credit scoring
Mestiri, Sami; Farhat, Abdeljelil - In: Journal of quantitative economics 19 (2021) 1, pp. 39-49
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012489850
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Failure prediction models : development and comparison between the multivariate discriminant analysis and the support vector machine for Tunisian companies
Mraihi, Fayçal; Kanzari, Inane - In: International journal of entrepreneurship and small … 43 (2021) 3, pp. 411-437
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012598559
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An analysis of the effectiveness of bankruptcy prediction models : an industry approach
Pilch, Bartłomiej - In: Folia oeconomica Stetinensia : FOS 21 (2021) 2, pp. 76-96
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012797016
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A hybrid recommendation model for successful R&D collaboration : mixing machine learning and discriminant analysis
Jun, Seung-Pyo; Yoo, Hyoung Sun; Hwang, Jeena - In: Technological forecasting & social change : an … 170 (2021), pp. 1-18
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012806100
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6 Quadratic Discriminant Analysis for Detecting Stock Price Manipulation
Thoppan, Jose Joy; Punniyamoorthy, M.; Ganesh, K.; … - In: Developing an effective model for detecting trade-based …, (pp. 59-66). 2021
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015086831
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5 Linear Discriminant Analysis for Detecting Stock Price Manipulation
Thoppan, Jose Joy; Punniyamoorthy, M.; Ganesh, K.; … - In: Developing an effective model for detecting trade-based …, (pp. 55-58). 2021
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015086832
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Cellwise Robust Regularized Discriminant Analysis
Aerts, Stéphanie - 2017
Quadratic and Linear Discriminant Analysis (QDA/LDA) are the most often applied classification rules under normality. In QDA, a separate covariance matrix is estimated for each group. If there are more variables than observations in the groups, the usual estimates are singular and cannot be used...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012965099
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Predicting US Banks Bankruptcy : Logit versus Canonical Discriminant Analysis
Affes, Zeineb - 2017
Using a large panel of US banks over the period 2008-2013, this paper proposes an early warning framework to identify bank heading to bankruptcy. We conduct a comparative analysis based on both Canonical Discriminant Analysis and Logit models to examine and to determine the most accurate one....
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012968419
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The Assessment of Client Creditworthiness Using Predictive Methods Based on Multivariate Discriminant Analysis
Siekelova, Anna - 2017
Objective - Trade credit is the most important source of external finance for many companies. It appears on every balance sheet and represents more than 50 percent of company's short-term liabilities and a third of all company's total liabilities in OECD countries. Late payment of invoices may...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012952433
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The development and typology of the employment structure in OECD countries
Sepp, Jüri; Kaldaru, Helje; Varblane, Uku - 2017
Sectoral changes are nowadays an integral feature of economic development in all countries and hence gaining attention of several economists. Structural changes occur in different aggregation levels, from inter-industry change to inter-sectoral change. In this paper we are considering shifts at...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011610005
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Re-examining the middle income trap hypothesis : what to reject and what to revive
Han, Xuehui; Wei, Shang-jin - 2017
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011615748
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Cellwise robust regularized discriminant analysis
Aerts, S.; Wilms, I. - 2017
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011674141
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