Course Resources

Slides

• • Measurement Errors
  • Distributions
  • PDFs
  • Monte Carlo
  • Resampling
  • Regression
  • Goodness of Fit
  • Inference

Topics

• • Observational Errors

• • Summary Statistics

• • Probability Distribution Functions

• • Cumulative Distributions Functions

• • Correlation and Covariance

• • Sampling

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Readings

The following online resources contain readings for the class. The relevant sections are linked in the pages associated with the above topics. They are also listed below:

• • think-stats – This textbook covers the basic ideas of statistics and data analysis with example python code.

• • OpenStax: Statistics – This is a general textbook for statistics.

• • seeing-theory – This website visualizes many ideas in statistics.

• • Introduction to Modern Statistics – This textbook focusses heavily on regression.

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Topics

• • Observational Errors

• • Summary Statistics

• • Probability Distribution Functions

• • Cumulative Distributions Functions

• • Correlation and Covariance

• • Sampling

 

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