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Course Outline
- Overview
- Data Sources & Materials
- Statistical Principles
- Data Input: Entering Data in SPSS
- Navigating File Formats in SPSS
- Data Transformation in SPSS: RECODE and Related Functions
- Descriptive Statistics with SPSS
- Advanced Descriptive Statistics in SPSS
- Independent Samples t-test: Comparing Means of Two Independent Groups
- Paired Samples t-test: Assessing Differences Between Related Group Means
- One-Way ANOVA: Comparing Means Across More Than Two Groups
- Linear Regression: Analyzing the Impact of One Independent Variable on One Dependent Variable
- Multiple Regression: Evaluating the Combined Impact of Multiple Independent Variables on One Dependent Variable
- Hierarchical Regression Analysis
- Exploratory Factor Analysis
- Chi-Square Test
- Reliability Analysis
- Data Visualization and Graphical Reporting in SPSS
- Logistic Regression
- Moderation and Mediation Analysis Using the PROCESS Macro
- General Linear Model (GLM) & Generalized Linear Model (GLIM)
- One-Way Repeated Measures ANOVA
- Correlation Analysis
- Measures of Association
- Troubleshooting SPSS
- ANCOVA: One-Way Analysis of Covariance
- MANOVA (Multivariate Analysis of Variance)
- Python for SPSS Users
- Ratio Statistics in SPSS
- TURF Analysis in SPSS
- Advanced Data Visualization in SPSS
- Survival Analysis
- Meta-Analysis
- Assignments
Requirements
- This curriculum was developed specifically for government professionals, requiring no prior exposure to SPSS or statistical concepts. The instruction comprehensively addresses both theoretical frameworks and practical applications.
- Participants must provide their own licensed copy of the SPSS software to complete the hands-on exercises outlined in this program.
35 Hours
Testimonials (3)
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
he was well prepared - and he is very sympathetic
Oliver - Post CH AG
Course - Splunk Fundamentals
lots of pratical exercises