MIS 6309-Group 3 Business Intelligence Project Final Report GROUP-3 Anureet Bawa Kavya Nagarajan Koundinya Behara Manas Sharma Santosh Shabadu 1 MIS 6309-Group 3 2 DATA MINING PROJECT on a BANK’s TELE-MARKETING CAMPAIGN INTRODUCTION Due to recent global financial crises‚ financial markets were hit by negative market sentiment and led to a huge slump in investments in international markets. Banks were the most affected institutions during these crises. This situation posed a challenge to banking
Premium Decision tree Regression analysis Tree
SPSS Data Analysis Examples Logit Regression Version info: Code for this page was tested in SPSS 20. Logistic regression‚ also called a logit model‚ is used to model dichotomous outcome variables. In the logit model the log odds of the outcome is modeled as a linear combination of the predictor variables. Please note: The purpose of this page is to show how to use various data analysis commands. It does not cover all aspects of the research process which researchers are expected to do. In particular
Premium Regression analysis Logistic regression
^Academy of Managemenl Journal 1984. Vol. 27. No. 2‚ 330-350. i V i Sources and Outcomes of Stress in Organizational Settings: Toward the Development of a Structural ModeP SAROJ PARASURAMAN Drexel University JOSEPH A. ALUTTO State University of New York at Buffalo An integrated structural model of stress in organizations was developed and tested through path analysis. Results provided qualified support for the causal assumptions underlying the model. Role frustration and short lead
Premium Organizational studies and human resource management Job satisfaction Locus of control
Product (RGDP)‚ Interest Rate (INT) and Inflation Rate (INF) on stock prices of quoted companies in Nigeria from 1997 – 2006. Stock prices were represented by Stock Market Value Index in the model‚ which is SMVI = α0 + α1 INT + α2 INF + α3 RGDP + u. A regression analysis showed that the explanatory variables accounted for 95.6% of the variation in stock prices. While a reduction in interest and inflation rate resulted in increased stock prices‚ increased RDGP has a positive impact. Government should therefore
Premium Inflation Regression analysis
questionnaire forms the basic source of primary data‚ while secondary data was collected through books and through online journals‚ magazines‚ project report. The data collected was analyzed using ANOVA‚ Rank correlation‚ Weighted Average Method‚ Regression‚ Chi square and Percentage Analysis. The analysis on the collected data revealed that the Employees have given highest weighting to comfortableness in working hours and are not satisfied with annual increments provided. Gender has significant relationship
Premium Employment Spearman's rank correlation coefficient Regression analysis
1. Calculate real GDP for 2004 and 2005 using 2004 prices. To calculate the real GDP we use the constant price for 2004 which was $20. Real GDP (base year 2004) 2004 ($20 per CD x 100 CD’s) + ($110 per racquet x 200 racquets) = 24000 2005 ($20 per CD x 120 CD’s) + ($110 per racquet x 210 racquets) = 25500 By what percentage did real GDP grow? Because the Real GDP was $24000 in 2004 and $25500 in 2005‚ real GDP grew by ($25500 - $24000) / $24000 = 0.0625 or 6.25% 2. Calculate the
Premium Gross domestic product Economic growth Economics
spend their money on their own‚ the rest are dependant upon spouses or other family members to take joint decisions on spending. Defining this variable as a measure of empowerment‚ this analysis investigates correlates of empowerment using logistic regression analysis. The model finds that marital status is the most significant predictor of empowerment in Bangladesh. Unmarried women are six times more likely to be empowered. Secondary education is another major determinant of empowerment‚ along with
Premium Secondary education Secondary school Regression analysis
International Review of Business Research Papers Vol. 5 No. 4 June 2009 Pp.270-279 The Impact Of Reward And Recognition Programs On Employee’s Motivation And Satisfaction: An Empirical Study Reena Ali1 and M.Shakil Ahmed2 Objective-This study highlighted “the impact of reward and recognition programs on employee’s motivation and satisfaction” Methodology-The study was conducted from October till December; 2008 the Sample chosen for the study is 80 employees of UNILEVER companies Results-The
Premium Motivation Pearson product-moment correlation coefficient Regression analysis
University of Wollongong Thesis Collections University of Wollongong Thesis Collection University of Wollongong Year The application of information systems in the Jordanian banking sector : a study of the acceptance of the internet Ahmad Saleh Al-Sukkar University of Wollongong Al-Sukkar‚ Ahmad Saleh‚ The application of information systems in the Jordanian banking sector : a study of the acceptance of the internet‚ PhD thesis‚ School of Economics and Information Systems‚ University
Premium Regression analysis Linear regression Bank
Applicability of SERVQUAL in restaurants: an exploratory study in a Portuguese resort Vera Patrício (vera.l.patricio@seg-social.pt) Rogério Puga Leal (rpl@fct.unl.pt) Faculty of Science and Technology‚ Universidade Nova de Lisboa‚ Portugal Zulema Lopes Pereira (zlp@fct.unl.pt) Faculty of Science and Technology‚ Universidade Nova de Lisboa‚ Portugal SERVQUAL is the most popular instrument to ascertain service quality. However‚ some debate exists about its ability to characterize different service
Premium Factor analysis Principal component analysis Psychometrics