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applied statistics · Workshops

Interpretation and Visualization

Translate coefficients into sentences, choose charts that match estimands, and avoid common misreads.

ZAR 540 · 4 weeks

Software: R · Method focus: visualization · Level: beginner · Assessment: peer-reviewed figures

Cover for Interpretation and Visualization

Description

Focus on interaction terms, standardised vs unstandardised coefficients, and when to show partial regression plots. Visualization ethics included.

What is included

  • Sentence templates for log models
  • Interaction plot clinic
  • Partial regression visualization
  • Mentor line-edit on two paragraphs
  • Accessibility checklist for charts
  • Peer swap on figure critique

Outcomes

  • Write two accurate paragraphs per model table
  • Pick a plot matched to the estimand
  • Flag misleading dual-axis temptations
Portrait for Dr. Mila Petrov

Dr. Mila Petrov

Learner success manager with editorial background.

Reviews

Interaction plot clinic exposed a scaling bug we had shipped for two quarters.

— Client in retail analytics

Questions

We focus on ggplot; principles transfer but software is R.