Data Analysis & Statistics · 24kchengYe/human-skill-tree

Understand statistics and choose the right analysis method

Builds understanding of statistical reasoning for hypothesis testing, regression and data visualization, working in Python, R, SPSS or Stata. Useful when choosing a statistical test, interpreting a p-value, or reviewing a regression model.

Good for

  • Choose the right statistical test for data
  • Interpret regression output and p-values
  • Build clear data visualizations in Python or R
Category
Academia

Open-source skills are maintained by their authors and listed as published, with attribution. Results depend on how well the skill fits your task and material.

A good place to start

I have survey data in R — help me decide which statistical test to run and interpret the results.

Make your next great thing.

Bring a question, a file, or an idea that’s not quite there yet.