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Carpentries Incubator Pre-Alpha This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.

Carpentries Incubator
Biostatistical Basics
  • Biostatistical Basics
  • Key Points
  • Glossary
  • Learner Profiles
    • Summary
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Biostatistical Basics
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Summary and Setup
1. What is sampling
2. What is a probability distribution?
3. The binomial distribution
4. Probability distributions in R
5. The Poisson distribution
6. Simulations in R
7. The Gamma-Poisson distribution
8. The Gaussian distribution
9. Visualizing distributions
10. Histograms in R
11. The cumulative distribution function
12. The QQ-plot
13. Summary
14. Exercises

  • Key Points
  • Glossary
  • Learner Profiles
  • Summary

See all in one page

What is sampling


What is a probability distribution?


The binomial distribution


Probability distributions in R


The Poisson distribution


Simulations in R


The Gamma-Poisson distribution


The Gaussian distribution


Visualizing distributions


Histograms in R


The cumulative distribution function


The QQ-plot


Summary


Exercises



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Template licensed under CC-BY 4.0 by The Carpentries

Built with sandpaper (0.16.4), pegboard (0.7.5), and varnish (1.0.2)


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