Statistics Without Panic
Learn the statistics ideas people actually use: averages, spread, sampling, confidence intervals, p-values, and the traps that make results easy to misread.
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72 questions ready
Start with a quiz
Answer from memory first, then use the existing quiz review flow for anything you miss.
Activities
Quiz72 Questions
Flashcards53 Cards
Study Notes3 Notes
Podcast1 Episode
Mind Map2 Maps
Modules
Learn in sequence
Start with the earlier modules and work forward. Each one builds on the last, so the course gets more advanced as you go.
1
Summarising Data
The building blocks of any dataset: how to summarise a pile of numbers into something meaningful, and why the choice of summary matters.
Conversation: Why Averages Can Lie
Podcast
Reference Notes: Mean, Median, Mode, and Spread
2 min • Summary
Quick Quiz: Descriptive Statistics Essentials
Quiz • 24 Questions
Key Terms: Descriptive Statistics
Flashcards • 14 Cards
Summarising Data - Mind Map
Mind Map
2
Drawing Conclusions
Moving from description to inference: samples, p-values, confidence intervals, and the difference between a real effect and a statistical mirage.
Study Notes: Inference, p-Values, and Confidence Intervals
3 min • Summary
Quiz: Interpreting Statistical Significance
Quiz • 24 Questions
Flashcards: Inference and Common Misconceptions
Flashcards • 15 Cards
3
Thinking Like a Statistician
Pulling everything together: how to ask the right questions about any statistical claim, spot hidden assumptions, and avoid the most common reasoning traps.
Framework Notes: Four Questions for Statistical Reasoning
3 min • Summary
Quiz: Putting It All Together
Quiz • 24 Questions
Flashcards: Final Review of Key Concepts
Flashcards • 24 Cards
Thinking Like a Statistician - Mind Map
Mind Map
Materials
List of Flashcards53 flashcards
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