This is a working collection of statistics notes that I am compiling.

Topics that I would like to eventually cover with this set of notes include:

• Data Wrangling / Data Munging (Data structures and type; How to shape data)
• Descriptive Statistics (Means, Standard Deviations, etc...)
• Data Visualization
• Regression Analysis / Linear modelling, including generalized linear models, multiple regression, and interactions
• Linear mixed-effects modelling
• Probability
• Monte Carlo Simulations (including using simulations to do non-parametric statistics like the bootstrap)
• Power analyses
• Introduction to Data Mining techniques
• Good (R & R Markdown; analysis) Practices

The link to this book is here. More information can be found in the preface of the book.

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