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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

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

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

Çelik, Taha Buğra - 2025

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

Multivariate Analysemethoden : eine anwendungsorientierte Einführung

Backhaus, Klaus; Erichson, Bernd; Gensler, Sonja; … - 2025 - 18. Auflage

Wir leben in einer Welt der Daten. Daten allein aber sind wertlos, wenn wir nicht in der Lage sind, aus ihnen Informationen zu gewinnen. Um Informationen aus Daten zu extrahieren, sind Methoden der multivariaten Datenanalyse unerlässlich. Dieses Buch bietet eine leicht verständliche...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015431920

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Multivariate Analysemethoden : eine anwendungsorientierte Einführung

Backhaus, Klaus; Erichson, Bernd; Gensler, Sonja; … - 2023 - 17., aktualisierte Auflage

Edition: 17., aktualisierte Auflage

Book / Working Paper

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

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

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

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

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

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

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

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

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

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

Classifications on wine informatics using PCA, LDA, and supervised machine learning techniques

Jena, Swarna Prabha; Paikaray, Bijay Kumar; Pramanik, … - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014478743

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

A new index score for the assessment of firm financial risks

Çolak, Mehmet Selman - 2019

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012109625

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

Using machine learning methods to predict financial performance : does disclosure tone matter?

Mousa, Gehan A.; Elamir, Elsayed A. H.; Hussainey, Khaled - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013163943

How successful are energy efficiency investments? : a comparative analysis for classification & performance prediction

Doukas, Haris; Xidonas, Panos; Mastromichalakis, Nikos - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013169022

New results on multi-dimensional linear discriminant analysis

Beck, Amir; Sharon, Raz - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013177154

Predicting bitcoin price movements using sentiment analysis : a machine learning approach

Gurrib, Ikhlaas; Kamalov, Firuz - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013355157

Multiclass discriminant analysis using ensemble technique : case illustration from the banking industry

Viswanathan, P. K.; Srivathsan, Sandeep; Winston, Wayne L. - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013171278

A class of categorization methods for credit scoring models

Silva, Diego M. B.; Pereira, Gustavo H. A.; Magalhães, … - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012820170

Operations-based classification of the bullwhip effect

Gupta, Sachin; Saxena, Anurag - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012886287

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

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

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

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

Re-examining the middle-income trap hypothesis (MITH) : what to reject and what to revive?

Han, Xuehui; Wei, Shang-jin - 2017

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011787701

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Re-Examining the Middle-Income Trap Hypothesis (Mith) : What to Reject and What to Revive?

Han, Xuehui - 2017

Book / Working Paper

Re-examining the Middle-Income Trap Hypothesis (MITH) : What to Reject and What to Revive?

Han, Xuehui - 2017

Book / Working Paper

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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Cellwise Robust Regularized Discriminant Analysis

Aerts, Stéphanie - 2017

Book / Working Paper

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