Course Outline
- Introduction
- Dataset and Resources for Government Use
- Conceptual Foundation of Statistics
- Data Entry: Learning to Enter Data in SPSS for Government Applications
- Working with Various File Types in SPSS for Government Analysis
- Data Transformation in SPSS: RECODE and Other Transformation Functions for Enhanced Data Management
- Descriptive Statistics Using SPSS for Comprehensive Data Overview
- Advanced Descriptive Statistics in SPSS for In-Depth Analysis
- Independent Sample t-test: Comparing Two Independent Group Means for Government Research
- Paired Sample t-test: Comparing Differences Between Two Correlated Group Means for Accurate Results
- One-Way ANOVA: Comparing Differences Between More Than Two Groups for Robust Analysis
- Linear Regression: Cause and Effect Analysis of One Independent Variable on One Dependent Variable for Government Studies
- Multiple Regression: Causal Effect of Multiple Independent Variables on One Dependent Variable for Comprehensive Insights
- Hierarchical Regression Analysis for Layered Data Examination
- Exploratory Factor Analysis for Identifying Underlying Factors
- Chi-Square Test for Categorical Data Analysis
- Reliability Analysis for Ensuring Data Consistency and Validity
- Graphical Presentation and Data Visualization in SPSS for Clear Reporting
- Logistic Regression for Predictive Modeling in Government Projects
- Moderation and Mediation Analysis Using PROCESS Macro for Complex Relationships
- General Linear Modelling (GLM) and Generalized Linear Modelling (GLIM) for Advanced Statistical Techniques
- One-Way Repeated Measure ANOVA for Longitudinal Data Analysis
- Correlations for Understanding Relationships Between Variables
- Measures of Association for Quantifying Variable Interactions
- Bug Fixing in SPSS for Government Data Integrity
- ANCOVA: One-Way Analysis of Covariance for Controlled Comparisons
- MANOVA (Multivariate Analysis of Variance) for Multiple Dependent Variables
- Python for SPSS Users to Enhance Scripting Capabilities
- Ratio Statistics in SPSS for Comparative Analysis
- TURF Analysis in SPSS for Strategic Decision-Making
- Advanced Data Visualization in SPSS for Government Reporting
- Survival Analysis for Time-to-Event Studies
- Meta Analysis for Synthesizing Research Findings
- Assignments to Apply Concepts and Techniques for Government Projects
Requirements
- This course is designed from the ground up, requiring no prior knowledge of SPSS or statistics. It comprehensively covers both theoretical concepts and practical applications, ensuring that participants gain a thorough understanding.
- To fully engage with the course content, learners must have access to a copy of SPSS software for hands-on practice. This alignment with practical tools is essential for government professionals seeking to enhance their analytical capabilities.
Testimonials (4)
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
Deepthi - Invest Northern Ireland
Course - IBM Cognos Analytics
Share example of application
Course - Alteryx for Data Analysis
Very clearly articulated and explained
Harshit Arora - PwC South East Asia Consulting
Course - Alteryx for Developers
Linear regression - the algorithm to predict the trend
