Statistics and ProbabilityCourses / Curricula / References, Learning Guides, Etc. / Self-paced online course
A list of courses from the Khan Academy covering the following topics: Introduction to statistics Analyzing categorical data Displaying and comparing quantitative data Summarizing quantitative data Modeling data distributions Exploring bivariate numerical data Study design Probability Counting, permutations, and combinations Random variables Sampling distributions One-sample confidence intervals One-sample z and t significance tests Two-sample inference for the difference between groups Inference for categorical data (chi-square tests) Advanced regression (inference and … Continue Reading
Field Guide to Continuous Probability DistributionsBooks / Free eBooks
This compendium details hundred or so simple continuous probability distributions, their properties and their interrelations.
Data Analysis for the Life SciencesBooks / Free eBooks / physical books or multiple formats
Data analysis is now part of practically every research project in the life sciences. In this book we use data and computer code to teach the necessary statistical concepts and programming skills to become a data analyst.
Now You See It: Simple Visualization Techniques for Quantitative AnalysisBooks / physical books or multiple formats
Now You See It teaches simple, practical means to explore and analyze quantitative data–techniques that rely primarily on using your eyes.