Probability and Statistics

Kahn Academy

Online lecture covering basic probability and statistics.

Analyzing Categorical Data 9/25
Displaying and Comparing Quantitative Data 9/25
Summarizing Quantitative Data 9/27
Modeling Data Distributions 10/2
Exploring Bivariate Data 10/9
Study Design 10/11
Probability 10/16
Counting, Permutations, and Combinations 10/23
Random Variables 11/6
Sampling Distributions 11/13
One Sample Confidence Interval 11/15
One Sample t and z Significance Tests 11/20
Two Sample Inference for the Difference Between Groups 11/27
Inference for Categorical Data 12/4

R & R Studio

R is an open source programming language for statistical computing and graphics. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. R Studio is a free and open-source integrated development environment (pretty and streamlined interface) for working in R.