Stata: Beginner to Advanced Training Course
Stata is a general-purpose statistical software package developed in C. It enables users to conduct complex analyses on large-scale datasets for sectors such as economics, sociology, and biomedicine.
This instructor-led, live training (online or onsite) is designed for data analysts responsible for processing large datasets using Stata.
Upon completion of this program, participants will be equipped to:
- Develop statistical models for forecasting critical variables and events.
- Produce descriptive visualizations, summary tables, and frequency reports.
- Manage and organize large datasets for rigorous analytical purposes.
Course Format
- Interactive instruction and facilitated discussion.
- Extensive practical exercises and applied learning tasks.
- Hands-on implementation within a live laboratory environment.
Customization Options
- To initiate a customized training engagement for this curriculum, please contact the program administrators.
Course Outline
Introduction
Stata and Big Data
- Overview of Stata
- Stata syntax and command structure
Development Environment Setup
- Installation and configuration of Stata
Datasets and Data Management
- Dataset ingestion and cleaning procedures
- Data compression techniques
- Data import and export workflows
- Raw data inspection, description, and summarization
- Utilization of tabulations and data tables
- Application of distributional analysis
- Variable creation and data manipulation strategies
- Data persistence and storage protocols
- Execution of operational commands
Graphical Analysis in Stata
- Creation of plots, charts, and graphs
- Graphical representation of distributional analysis
- Graph styling and composite visualization
Statistical Modeling and Regression
- Bivariate correlation and regression analysis
- OLS regression, logistic, and probit modeling
- Integration of interactive effects in regression frameworks
Summary and Conclusion
Requirements
- Fundamental knowledge of data science principles
Intended Audience
- Data Analysts
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
Stata: Beginner to Advanced Training Course - Booking
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Stata: Beginner to Advanced - Consultancy Enquiry
Testimonials (1)
Data management, reporting and statistics concepts.
Dumisani - Interfront SOC Ltd
Course - Stata: Beginner to Advanced
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