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    Advanced High School Statistics by Diez, David, Barr, Christopher, Çetinkaya-Rundel, Mine, Dorazio, Leah

    Published 2019
    Table of Contents: “…1 Data collection -- 1.1 Case study -- 1.2 Data basics -- 1.3 Overview of data collection principles -- 1.4 Observational studies and sampling strategies -- 1.5 Experiments -- 2 Summarizing data -- 2.1 Examining numerical data -- 2.2 Numerical summaries and box plots -- 2.3 Considering categorical data -- 2.4 Case study: malaria vaccine (special topic) -- 3 Probability -- 3.1 Defining probability -- 3.2 Conditional probability -- 3.3 The binomial formula -- 3.4 Simulations -- 3.5 Random variables -- 3.6 Continuous distributions -- 4 Distributions of random variables -- 4.1 Normal distribution -- 4.2 Sampling distribution of a sample mean -- 4.3 Geometric distribution -- 4.4 Binomial distribution -- 4.5 Sampling distribution of a sample proportion -- 5 Foundation for inference -- 5.1 Estimating unknown parameters -- 5.2 Confidence intervals -- 5.3 Introducing hypothesis testing -- 5.4 Does it make sense? …”
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