Fundamentals of statistical analysis - evaluating statistical information, performing data analyses, and interpreting and communicating analytical results; applying contemporary statistical concepts, such as bootstrapping, are introduced to supplement traditional statistical methods.
Use the R language for statistical analysis, data visualization, and report generation. Topics covered include:
descriptive statistics
central tendency
exploratory data analysis
probability theory
discrete and continuous distributions
statistical inference
correlation
multiple linear regression
contingency tables
chi-square tests