Courses
Data Analysis with STATA
This course provides hands-on training in data analytics using STATA software, covering data management, statistical modeling, visualization, and interpretation techniques to analyze datasets, perform hypothesis testing, and generate insights for research, economics, and social sciences applications.
About Course
Career Prospects
- Data Analyst
- Statistician
- Market Researcher
- Biostatistician
- Research Analyst
- Survey Analyst
- Quantitative Analyst
- Social Scientist
- Clinical Data Analyst
- Business Intelligence Analyst
Course Curriculum
Module 1: Introduction to STATA
- Interface Navigation
- Command Syntax Basics
- Data Editor Usage
- Variable Management
- Workflow Setup
Module 2: Data Import and Export
- Importing from CSV/Excel
- Handling Data Formats
- Database Connections
- Exporting Results
- Data Validation
Module 3: Data Cleaning and Manipulation
- Dealing with Missing Values
- Recoding Variables
- Merging Datasets
- Sorting and Filtering
- Generating New Variables
Module 4: Descriptive Statistics
- Summary Statistics
- Frequency Tables
- Measures of Central Tendency
- Dispersion Analysis
- Custom Tables
Module 5: Data Visualization
- Graph Builder Basics
- Histograms and Boxplots
- Scatterplots and Line Graphs
- Customizing Visuals
- Exporting Graphs
Module 6: Inferential Statistics
- Hypothesis Testing
- T-Tests and ANOVA
- Chi-Square Tests
- Confidence Intervals
- Non-Parametric Methods
Module 7: Regression Analysis
- Linear Regression
- Multiple Regression
- Logistic Regression
- Model Diagnostics
- Interpretation of Coefficients
Module 8: Advanced Statistical Techniques
- Factor Analysis
- Cluster Analysis
- Time Series Basics
- Panel Data Methods
- Robust Standard Errors
Module 9: Reproducible Reporting
- Do-File Scripting
- Log File Management
- Dynamic Documents
- Automation Tasks
- Syntax Programming
Module 10: Projects and Applications
- Real-World Case Studies
- Capstone Analysis Project
- Ethical Data Practices
- Result Interpretation
- Career Preparation
Skills and Tools Covered
- STATA
- Do-Files
- Log Files
- Graph Builder
- Syntax Editor
- Excel Integration
- CSV Importer
- Database Connectors
Duration
2 Weeks
Cost
KES. 10,000