Are you new to data analysis? Find helpful documentation below and choose from…

  • Cheat sheets: R scripts containing useful formulae and examples
  • Study notes: down-to-earth and jargon-free explanations
  • Flashcards: flashcards for statistics and data science classes

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Exploratory Data analysis
Comparing Categorical Variables
Linear Regression Intro
Model Selection
Multiple Linear Regression
Inference for Multiple Linear Regression
Multiple Testing
Generalized Linear Models (Intro)
Poisson regression
Logistic Regression
Analysis of Variance (ANOVA)
Proportions
Getting and Cleaning Data
Data Scientist's Toolbox
R Programming
Reproducible Research
Inferential Statistics
Power and sample size
Foundations for inference
Distributions and probability
Bootstrapping
Fitting a function