Pt. 1. Exploring data. Picturing distributions with graphs -- Describing distributions with numbers -- The normal distributions -- Scatterplots and correlation -- Regression -- Two-way tables -- Exploring data : part I review
Pt. 2. Producing data. Producing data : sampling -- Producing data : experiments -- Data ethics -- Producing data : part II review
Pt. 3. From data production to inference. Introducing probability -- General rules of probability -- Binomial distributions -- Sampling distributions -- Confidence intervals : the basics -- Tests of significance : the basics -- Inference in practice -- From data production to inference : Part III review
Pt. 4. Inference about variables. Inference about a population mean -- Comparing two means -- Inference about a population proportion -- Comparing two proportions -- Inference about variables : part IV review
Pt. 5. Inference about relationships. Two categorical variables : the Chi-Square test -- Inference for regression -- One-way analysis of variance : comparing several means
Pt. 6. Optional companion chapters. Nonparametric tests -- Multiple regression -- More about analysis of variance -- Statistical process control