Search Results - subject_exact:"Discriminant analysis"

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

Latvian employees' attitudes towards remote work in the framework of work-family-community-self integration : a survey using the job demands-resources model

Mietule, Iveta; Komarova, Vera; Lonska, Jelena; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015420212

Comparative analysis between quality of life and human labor in countries belonging to G7 and BRICS blocks: Proposition of discriminant analysis model

Girardi, Gustavo Carolino; Rubbo, Priscila; Broday, … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015469831

Comparative analysis between quality of life and human labor in countries belonging to G7 and BRICS blocks : proposition of discriminant analysis model

Girardi, Gustavo Carolino; Rubbo, Priscila; Broday, … - 2024

The aim of the present research is to identify and analyze the variables which help to effectively differentiate Quality of Life (QoL) and human labor in the G7 (Germany, France, Italy, Canada, Japan, United Kingdom, and United States of America-USA) and BRICS countries (Brazil, Russia, India,...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014636004

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

On predicting churn among bank customers : a discriminant analysis

Puri, Lokendra; Ranjit Singh; Bhattacharjee, Dibyojyoti; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015589985

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 - 2021

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

Bankruptcy prediction of small- and medium-sized enterprises in Poland based on the LDA and SVM methods

Ptak-Chmielewska, Aneta - 2021

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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Bankruptcy prediction of small- and medium-sized enterprises in Poland based on the LDA and SVM methods

Ptak-Chmielewska, Aneta - 2021

Article

Application of discriminant analysis for avoiding the risk of quarry operation failure

Csikosova, Adriana; Janoskova, Maria; Culkova, Katarina - 2020

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

Macro-economic development of the EU countries in the context of performance and competitiveness of SMEs

Valaskova, Katarina; Nagy, Marek - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015558169

Targeting Consumers with eating behavioral disorders: A company’s perspective

Gorgoglione, Michele; Martiradonna, G. V.; Garavelli, A. C. - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014527777

Targeting consumers with eating behavioral disorders : a company's perspective

Gorgoglione, Michele; Martiradonna, G. V.; Garavelli, … - 2023

Eating Behavioral Disorders (EBDs) affect an increasing number of consumers. Improving the ability of businesses to target EBDs may contribute to this issue by making people aware of treatments. The vast literature on the identification of EBDs in the medical area is based on the association...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014504819

A comparative study of statistical machine learning methods for condition monitoring of electric drive trains in supply chains

Lahmiri, Salim - 2023

Fault detection and identification are critical for the accurate maintenance and management of industrial machinery. In this regard, data-driven condition monitoring models play an important role in machinery fault diagnosis and management. This study investigates the applicability of various...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014516481

Brasil e Austrália : uma análise comparativa das duas economias : 2000-2020

Lima, Camila Alessandra de; Freitas, Clailton Ataídes de - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014309317

Macro-economic development of the EU countries in the context of performance and competitiveness of SMEs

Valaskova, Katarina; Nagy, Marek - 2023

Purpose - The paper focuses on the identification of disparities in the development of the macroeconomic environment across the member states of the European Union and problematic factors impacting the business environment's level. Research methodology - To find the disparities in the...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014429036

The global credit sector in shadow of COVID-19 : financial assessment

Al Kharusi, Sami; Al-Foori, Alya; Murthy, Sreerama - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015376454

Decision making using similarity to a reference distribution

Baker, Rose D.; McHale, Ian - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015333126

Perceived healthcare quality via digital health platforms : evidence from Indian hospitals

Persis, Jinil - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015463074

Multivariate Analysis : An Application-Oriented Introduction

Backhaus, Klaus; Erichson, Bernd; Gensler, Sonja; … - 2025 - Third 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/10015446480

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Multivariate analysis : an application-oriented introduction

Backhaus, Klaus; Erichson, Bernd; Gensler, Sonja; … - 2023 - Second edition

Edition: Second edition

Book / Working Paper

Determinants of credit ratings in Asian listed firms : evidence from discriminant analysis and logit method

Sajjad, Faiza - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015376736

Probabilistic classification with discriminative and generative models : credit-scoring application

2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015664823

Profilo rendimento-rischio di fondi comuni di investimento : il caso EURIZON CAPITAL S.G.R. S.p.A.

Rossi, Francesco; Gaioni, Francesco - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013347541

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

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

Análise discriminante da capacidade tecnológica ambiental entre sistemas nacionais de inovação

Montenegro, Rosa Lívia Gonçalves; Britto, Gustavo; … - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014251376

Linear discriminant analysis and logistic regression for default probability prediction : the case of an Italian local bank

D'Amato, Antonio; Mastrolia, Emiliano - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013415111

Bankruptcy prediction in Visegrad group countries using multiple discriminant analysis

Kliestik, Tomas; Vrbka, Jaromir; Rowland, Zuzana - 2018

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012231992

Analysis of impact of using the trend variables on bankruptcy prediction models performance

Gavurova, Beata; Janke, Frantisek; Packova, Miroslava; … - 2017

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012151792

The development and typology of the employment structure in OECD countries

Sepp, Jüri; Kaldaru, Helje; Varblane, Uku - 2018

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011919702

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The development and typology of the employment structure in OECD countries

Sepp, Jüri; Kaldaru, Helje; Varblane, Uku - 2017

Book / Working Paper

A novel modified binning and logistics regression to handle shifting in credit scoring

Anggodo, Yusuf Priyo; Girsang, Abba Suganda - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014636748

An econometric identification of abnormally low bids in the procurement market : discriminant analysis

Jeong, Jinook; Lee, Hyunwoo; Kim, Jung Jae - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014512489

Assessment of customer satisfaction with postal services : a statistical approach

Blagojević, Mladenka; Kneževic, Nikola; Marković, Dejan - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015596712

Modelo explicativo del rendimiento en Contabilidad mediante variables personales y de contexto

Closas, Antonio Humberto; Castro, Idalia Gabriela de; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015644016

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 - 2021

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013200746

Discriminant analysis application to understand the usage of digital channels while buying a car

Dahiya, Rekha; Sachar, Dimpy - 2021

Purpose - Role of digital channels in car buying has increased manifold and consumers are making significant use of various digital channels throughout the decision-making process. However, there are very less number of studies available if one wishes to understand the specific reason(s) for the...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013341306

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

An analysis of the effectiveness of bankruptcy prediction models : an industry approach

Pilch, Bartłomiej - 2021

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012797016

Application of discriminant analysis for avoiding the risk of quarry operation failure

Csikosova, Adriana; Janoskova, Maria; Culkova, Katarina - 2020

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012611466

Identifying SVARs from sparse narrative instruments: Dynamic effects of U.S. macroprudential policies

Budnik, Katarzyna; Rünstler, Gerhard - 2020

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012389556

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

Detecting earnings manipulation and fraudulent financial reporting in Slovakia

Svabova, Lucia; Kramarova, Katarina; Chutka, Jan; … - 2020

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012292029

Detection models for unintentional financial restatements

Papík, Mário; Papíková, Lenka - 2020

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

Predictably unequal? : the effects of machine learning on credit markets

Fuster, Andreas; Goldsmith-Pinkham, Paul; Ramadorai, Tarun - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012796507

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Predictably unequal? : the effects of machine learning on credit markets

Fuster, Andreas; Goldsmith-Pinkham, Paul; Ramadorai, Tarun - 2017

Book / Working Paper

Predictably Unequal? The Effects of Machine Learning on Credit Markets

Fuster, Andreas - 2020

Book / Working Paper

Predictably unequal? : the effects of machine learning on credit markets

Fuster, Andreas; Goldsmith-Pinkham, Paul; Ramadorai, Tarun - 2017

Book / Working Paper

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

Identifying SVARs from sparse narrative instruments : dynamic effects of U.S. macroprudential policies

Budnik, Katarzyna; Rünstler, Gerhard - 2020

We study the identification of policy shocks in Bayesian proxy VARs for the case that the instrument consists of sparse qualitative observations indicating the signs of certain shocks. We propose two identification schemes, i.e. linear discriminant analysis and a non-parametric sign concordance...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012138603

Design of data scoring model for big data

Dash, Ranjan Kumar - 2020

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012177478

Gant Development S.A. : the effectiveness of bankruptcy prediction models in case of sudden bankruptcy ; case study

Dzyuma-Zaremba, Ulyana - 2015

Company bankruptcies are an inseparable element of market economy. We may observe the tendency to view bankruptcy as a problem of weak and usually small entities facing problems when trying to meet the challenge posed by strong competition. Big companies, however, also fall, and their bankruptcy...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011455376

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Gant Development S.A.: The effectiveness of bankruptcy prediction models in case of sudden bankruptcy. Case study

Dzyuma-Zaremba, Ulyana - 2015

Article

Credit risk prediction : a comparative study between discriminant analysis and the neural network approach

Khemakhem, Sihem; Boujelbène, Younés - 2015

Banks are concerned with the assessment of the risk of financial distress before giving out a loan. Many researchers proposed the use of models based on the Neural Networks in order to help the banker better make a decision. The objective of this paper is to explore a new practical way based on...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011311150

Shapley values as an interpretability technique in credit scoring

Toit, Hendrik Andries du; Schutte, Willem Daniël; … - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014485964

Exploring the relationship between investment choices, cognitive abilities risk attitudes and financial literacy

Mushafiq, Muhammad; Khalid, Shamsa; Sohail, Muhammad Khalid - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014502757