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Duration 35 hours
Course Outline
- Introduction
- Dataset & Resources
- Foundational Concepts in Statistics
- Data Entry: Procedures for Inputting Data in SPSS
- Managing Diverse File Formats in SPSS
- Data Transformation in SPSS: RECODE and Supplementary Functions
- Descriptive Statistics in SPSS
- Advanced Descriptive Statistics in SPSS
- Independent Samples t-test: Assessing Mean Differences Across Two Unrelated Groups
- Paired Samples t-test: Evaluating Mean Differences in Two Related Groups
- One-Way ANOVA: Assessing Mean Differences Across Multiple Groups
- Linear Regression: Analyzing the Impact of a Single Independent Variable on a Dependent Variable
- Multiple Regression: Analyzing the Impact of Multiple Independent Variables on a Dependent Variable
- Hierarchical Regression Analysis
- Exploratory Factor Analysis
- Chi-Square Test
- Reliability Analysis
- Graphical Presentation & Data Visualization in SPSS
- Logistic Regression
- Moderation and Mediation Analysis via PROCESS Macro
- General Linear Modelling (GLM) & Generalized Linear Modelling (GLIM)
- One-Way Repeated Measures ANOVA
- Correlation Analysis
- Measures of Association
- Troubleshooting and Error Resolution in SPSS
- ANCOVA: One-Way Analysis of Covariance
- MANOVA (Multivariate Analysis of Variance)
- Python Integration for SPSS Users
- Ratio Statistics in SPSS
- TURF Analysis in SPSS
- Advanced Data Visualization in SPSS
- Survival Analysis
- Meta-Analysis
- Assignments
Requirements
- The curriculum is structured from first principles, requiring no prior knowledge of SPSS or statistics. Both theoretical foundations and practical applications are covered within the course for government learners.
- Learners must possess a licensed copy of SPSS software to practice the procedures demonstrated in this course.
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