Statistical Data Analysis with SPSS

IBM SPSS is one of the most popular tools used for statistical analysis of data in research units, administration, and business. The training consists of the most frequently used elements of analysis of data, which may be modified and suited for a target group. The training starts with an introduction part during which statistical concepts are being discussed then, in the practical part the examples of using techniques of analysis of data in SPSS are presented.

Who Is This Training For?

Due to the wide range of IBM SPSS users every training is prepared exclusively for a client. Owing to this, you can be sure that after finishing the training you will be able to start working with data in SPSS. This training will meet your expectations even if you have no experience.

What Will I Learn?

• Use IBM SPSS for statistical data analysis
• Apply appropriate statistical data analysis techniques to given business problem
• Import, filter and manipulate data in SPSS
• Interpret results of statistical test and models
• Apply linear regression approach to forecast and analyses relationship between variables
• Get actionable insight from statistical models

Course Outline

• Getting started with IBM SPSS
• Working with data and files
• Manipulating data
• Exploratory data analysis
• Data transformations
• First steps in statistical analysis
• Dependency analysis between variables
• Regression analysis – numerical variables
• Regression analysis – qualitative variables
• Causality analysis
• Principal components and factor analysis
• Cluster analysis
• Analysis of variance