Bank customer classification in Indonesia: logistic regression vis-a-vis artificial neural networks

QR Code

Bank customer classification in Indonesia: logistic regression vis-a-vis artificial neural networks

This paper aims to identify factors distinguish Islamic and conventional bank customers in Indonesia. It tries to relate between bank customers’ religiosity, assessment upon certain factors such as bank performance, bank advertisement and main reasons of using banking services towards their decision...

Full description

Bibliographic Details
Main Authors:	Abduh, Muhamad, Dahari, Zainurin, Omar, Mohd. Azmi
Format:	Article
Language:	English
Published:	IDOSI Publication 2012
Subjects:	HA29 Theory and method of social science statistics HG1501 Banking
Online Access:	http://irep.iium.edu.my/25482/ http://irep.iium.edu.my/25482/1/Bank_Customer_Classification_in_Indonesia.pdf

Similar Items

Bank customer classification in Indonesia: logistic regression vs artificial neural networks.
by: Abduh, Muhamad, et al.
Published: (2013)

Analysis of neutrosophic multiple regression
by: Nagarajan, D., et al.
Published: (2021)

Investigating web 2.0 tools use and students cognitive engagement in selected Tanzanian higher institutions: preparing towards 21st learning
by: Malecela, Issa Omar, et al.
Published: (2019)

Multicollinearity and regression analysis
by: Daoud, Jamal Ibrahim
Published: (2017)

Respondents versus informants method of data collection: implication for business research
by: Hassan, Arif, et al.
Published: (2014)

Statistics and its importance in validating research findings
by: Daoud, Jamal Ibrahim
Published: (2014)

Estimating the bias in meta analysis estimates for continuous data with non-random missing study variance
by: Nik Idris, Nik Ruzni
Published: (2010)

Modelling repeated measures data in meta analysis: an alternative approach
by: Nik Idris, Nik Ruzni
Published: (2008)

A preliminary study on the effect of pharmacist counseling on awareness of and willingness to quit smoking in Malaysian population
by: Babar, Zaheer-ud-din, et al.
Published: (2007)

Respondents versus Informants Method of Data Collection: Implications for Survey Research
by: Hassan, Arif
Published: (2012)

Analysis of time series by re-sampling
by: Mohamed, B. I., et al.
Published: (2013)

Respondents versus Informants Methods of Data Collection: Implications for Business Research
by: Singh, RBN, et al.
Published: (2012)

Analysis of data using multilevel modelling with MLwiN
by: Saidin, Nurhafizah, et al.
Published: (2011)

A study on the effect of publication bias in meta analysis
by: Mohd Nasir, Nurina, et al.
Published: (2011)

Islamic relationship marketing practice, customer satisfaction, and retention: a mediation analysis
by: Che Mohd Salleh, Marhanum
Published: (2014)

A Predictive Study on Instructional Design Quality, Learner Satisfaction and Continuance Learning Intention with E-learning Courses: Data Screening and Preliminary Analysis
by: Kishabale, Bashir, et al.
Published: (2018)

Prioritising disclosures of information in analyst reports using the analytic hierarchy process: evidence from Malaysia
by: Mohd Thas Thaker, Hassanudin, et al.
Published: (2019)

Experimental Design and Statistical Analysis (Arabic)
by: Fadhil, Samir Salim, et al.
Published: (2002)

Statistical model on student performance in UTHM by using non-parametric, semi-parametric and parametric survival analysis
by: Che Hamat, Che Azmeeza
Published: (2019)

Developing Islamic banking performance measures based on Maqasid al-shari’ah framework: cases of 24 selected banks'
by: Mustafa Omar, Mohammed, et al.
Published: (2015)

Validity and reliability of health belief model questionnaire for promoting breast self-examination and screening mammogram for early cancer detection
by: Che Mohamed, Norfariha, et al.
Published: (2019)

Distortionary agricultural trade policy and food security: a causal analysis
by: Mohamed, Shaheera, et al.
Published: (2016)

Efficiency, stability and asset quality of Islamic vis-à-vis conventional banks: evidence from Indonesia
by: Sakti, Muhammad Rizky Prima, et al.
Published: (2018)

Method of study
by: Noor, Noraini M.
Published: (2009)

Affordable housing vis a vis affordable financing: does it matter?
by: Redzuan, Nur Harena, et al.
Published: (2015)

Spatial heterogeneity and spatial bias analyses in hedonic price models: some practical considerations
by: Khalid, Haniza
Published: (2015)

Identifying latent groupings in market data: a latent class approach
by: Khalid, Haniza
Published: (2014)

Factors influence switching behavior of Islamic bank customers in Malaysia
by: Abduh, Muhamad, et al.
Published: (2013)

Measuring takaful agents' understanding towards the objectives and concepts of Takaful
by: Che Mohd Salleh, Marhanum, et al.
Published: (2013)

Regression Models with Heterogeneity
by: Daoud, Jamal Ibrahim
Published: (2012)

The impact of macroeconomic variables on the Indonesian stock market volatility: conventional vis-a-vis Islamic stock market
by: Surur, Miftaskhus, et al.
Published: (2012)

Gold vis-à-vis money in Islam: the case against Dinarist movement
by: Mohamad, Azhar, et al.
Published: (2017)

Unavoidable conceptual assumptions for regression analysis
by: Daoud, Jamal Ibrahim
Published: (2013)

Vector Regression Estimation and Linear Transformation
by: Usman, Mustofa, et al.
Published: (2006)

Customer decision making vis-à-vis halal branding
by: Mohd. Israil, Khaliq Ahmad
Published: (2013)

Perceiving own and others behaviour:an exploration in social perception
by: Narain Sinha, Ran Bijay, et al.
Published: (2015)

Conducting public opinion research in Asia: From the Malaysian experience
by: Idid, Syed Arabi
Published: (2017)

The analytic hierarchy process: application to the election of the Chief Minister of Perak, Malaysia 2013
by: Peredaryenko, Margarita Sergeevna, et al.
Published: (2013)

Re-examining the bank patronize behavior in Malaysia: a logistic regression approach
by: Zabri, Zaidi, et al.
Published: (2013)

تحلبل الإرتباط ونماذج الإنحدار البسيظ = Analysis of correlation and simple regression models
Published: (2004)