Disc 1. How to summarize data with statistics -- Exploratory data visualization in R -- Sampling and probability -- Discrete distributions -- Continuous and normal distributions -- Covariance and correlation -- Disc 2. Validating statistical assumptions -- Sample size and sampling distributions -- Point estimates and standard error -- Interval estimates and confidence intervals -- Hypothesis testing: 1 sample -- Hypothesis testing: 2 samples, paired test -- Disc 3. Linear regression models and assumptions -- Regression predictions, confidence intervals -- Multiple linear regression -- Analysis of variance: comparing 3 means -- Analysis of covariance and multiple ANOVA -- Statistical design of experiments -- Disc 4. Regression trees and classification trees -- Polynomial and logistic regression -- Spatial statistics -- Time series analysis -- Prior information and Bayesian inference -- Statistics your way with custom functions.