Verma J.P. Data Analysis in Management with SPSS Software

Springer, 2013. — 498 p.: 178 ill. — ISBN: 8132207858, 9788132207863.This book provides readers with a greater understanding of a variety of statistical techniques along with the procedure to use the most popular statistical software package SPSS. It strengthens the intuitive understanding of the material, thereby increasing the ability to successfully analyze data in the future. The book provides more control in the analysis of data so that readers can apply the techniques to a broader spectrum of research problems. This book focuses on providing readers with the knowledge and skills needed to carry out research in management, humanities, social and behavioural sciences by using SPSS.Data Management.
Descriptive Analysis.
Chi-Square test and its Application.
Correlation Matrix and Partial Correlation - Explaining Relationships.
Regression Analysis and Multiple Correlations
For Estimating a Measurable Phenomenon.
Hypothesis testing for decision making.
One Way ANOVA - For testing the variability among group Means.
Two Way Analysis of Variance – For Understanding the Causes of Variations.
Analysis of Covariance- To study the role of covariate in Experimental Research.
Cluster Analysis- For segmenting the population.
Application of Factor Analysis – To study the Factor Structure among Variables.
Application of Discriminant Analysis – For developing a classification model.
Logistic Regression – Developing a model for Risk Analysis.
Multidimensional Scaling for product positioning.