Technologies / Data & Analytics

Advanced statistical analysis in SPSS

Intensive advanced training in statistical analysis using the capabilities of SPSS. The program focuses on advanced data analysis techniques, statistical modeling and practical applications in complex research projects. Classes combine statistical theory with intensive hands-on workshops on real data sets.

Issues

Statistical modeling of complex relationships between variables
Multivariate methods in quantitative and qualitative data analysis
Predictive techniques and their application in empirical research
Analysis of longitudinal and cross-sectional data
Diagnostics and validation of statistical models
Data dimensionality reduction and hidden structure exploration
Advanced methods of graphical presentation of analysis results
Automation of analytical processes through scripts and macros
Integration of SPSS with other analytical tools
Implementation of non-standard statistical procedures
Strategies for data analysis in scientific and business research
Interpret and report the results of advanced analysis

Benefits

After completing the training, you will gain the ability to independently apply advanced statistical techniques in research practice
Methods for effective modeling of complex relationships in quantitative and qualitative data
You will develop the ability to design and implement comprehensive data analysis strategies
You will master techniques for automating analytical processes in SPSS through scripts
You will acquire the ability to interpret the results of advanced statistical analyses in the context of practical applications
You will effectively use predictive tools to forecast trends and phenomena in the professional field

Who is this training for?

Experienced data analysts

Social and market researchers

Advanced analytics specialists

Statistical consultants

Research workers

Data science experts

Business analysts

Prerequisites

Basic knowledge of descriptive statistics and statistical inference
Experience with SPSS software at an entry level
Ability to perform simple statistical analyses (e.g., t tests, ANOVA, linear regression).
Practical experience in the implementation of analytical or research projects