Regression Course
This comprehensive Regression Analysis Mastery Course equips statistics professionals with essential skills in model selection, diagnostics, interpretation, ethics, and reporting. Transform real-world data into actionable, defensible insights through practical techniques from research question formulation to final decision-making.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain expertise in framing precise research questions, preparing clean datasets, and implementing strong regression models using R, Python, or spreadsheets. Master exploratory data analysis, model selection, assumption testing, effect size evaluation, and transparent reporting with reproducible methods and ethical practices for reliable data-driven decisions in professional settings.
Elevify advantages
Develop skills
- Regression modeling: swiftly select, specify, and fit linear models using R, Python, or Excel.
- Data preparation: clean, transform, and visualise predictors for reliable regression analysis.
- Model diagnostics: validate assumptions, compare models, and prevent overfitting effectively.
- Clinical interpretation: convert coefficients into practical, actionable treatment recommendations.
- Reproducible reporting: document code securely, safeguard privacy, and produce clear result summaries.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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