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Course Outline
- Introduction
- Dataset & Resources
- Conceptual Foundation of Statistics
- Data Entry: Learning to Enter Data in SPSS
- Working with Various File Types in SPSS
- Data Transformation in SPSS: RECODE and Other Transformation Functions
- Descriptive Statistics using SPSS
- Advanced Descriptive Statistics in SPSS
- Independent Sample t-test: Comparing Two Independent Group Means
- Paired Sample t-test: Comparing Differences between Two Correlated Group Means
- One-Way ANOVA: Comparing Differences between More than Two Groups
- Linear Regression: Cause and Effect Analysis of One IV on One DV
- Multiple Regression: Causal Effect of Many IVs on One DV
- Hierarchical Regression Analysis
- Exploratory Factor Analysis
- Chi-Square Test
- Reliability Analysis
- Graphical Presentation & Data Visualization in SPSS
- Logistic Regression
- Moderation and Mediation Analysis using PROCESS Macro
- General Linear Modelling (GLM) & Generalized Linear Modelling (GLIM)
- One-Way Repeated Measure ANOVA
- Correlations
- Measures of Association
- Bug Fixing in 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
- The course is built from scratch so no prior knowledge of SPSS or Statistics is required. We cover all the required details in the course both theory and practical part.
- The learners must have a copy of SPSS software to practise the steps taught in this course.
35 Hours
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
