INTRODUCTION
Data administration, analysis, and visualization are all included in the package of Stata statistical data tools. The goal of the course is to educate participants on how to manage and analyze data quickly and accurately before interpreting and presenting it.
COURSE OBJECTIVES
Participants will be able to:
- Understand statistical terms and concepts;
- Learn how to use Stata to analyze data;
- Practice using Stata software by implementing simple and sophisticated data management projects.
DURATION
5 Days
WHO SHOULD ATTEND
The course is intended for professionals who work for corporate and governmental institutions as well as volunteers who want to learn more about data management and analysis.
COURSE OUTLINE
Statistical analysis introduction
- Research process
- Differentiation between population and samples
- Understanding the differences between experimental and non-experimental research
- Independent and dependent variable
Stata
- Datasets in Stata
- Stata commands
- Variables in Stata
- Stata analysis
Graphics using Stata
- Stata GUI
- Graph command syntax
- Forms of Graphs in Stata
Statistical Tests using Stata
- One Sample T Test
- Independent Samples T Test
- Paired Samples T Test
- One-Way ANOVA
Associations in Stata
- Chi-Square test
- Pearson's Correlation
- Spearman's Rank-Order Correlation
Predictive Models using Stata
- Linear Regression
- Multiple Regression
- Logistic Regression
- Ordinal Regression
Panel Data Analysis using Stata
- Exploration of panel data
- Fixed effects model/LSDV
- Random effects model
- Choosing the appropriate model
Time Series Analysis using Stata
- Time series analysis using Stata
- Time series plotting
- Seasonal differences
- Auto correlations
- Forecast models in Stata
Econometric Analysis
- Cross-sectional data econometric Analysis
- Panel data econometric Analysis
- Time-series data econometric Analysis
GENERAL NOTES
- Our seasoned instructors, who have years of experience as seasoned professionals in their respective fields of work, will be teaching this course. A combination of practical exercises, theory, group projects, and case studies are used to teach the course.
- The participants receive training manuals and supplementary reading materials.
- Participants who complete this course successfully will receive a certificate.
- We can also create a course specifically for your organization to match your needs. To learn more, get in touch with us at training@dealsontrainers.org.
- The training will take place at DEALSON TRAINERS IN NAIROBI, KENYA in Nairobi, Kenya.
- The training fee includes lunch, course materials, and lodging for the training session. Upon request, we may arrange for our participants' lodging and transportation to the airport.
- Payment must be made to our bank account before the training begins, and documentation of payment should be emailed to training@dealsontrainers.org