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12.10: Course Contents at a Glance

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    The following list shows the module-level topics for the course. To see all of the course pages, visit the Table of Contents.

    Module 1: Types of Statistical Studies and Producing Data

    • Types of Statistical Studies
    • Sampling
    • Conducting Experients

    Module 2: Summarizing Data Graphically and Numerically

    • Categorical vs. Quantitative Data
    • Dotplots
    • Histograms
    • Mean and Median
    • Interquartile Range and Boxplots
    • Standard Deviation

    Module 3: Examining Relationships: Quantitative Data

    • Scatterplots
    • Linear Relationships
    • Causation and Lurking Variables
    • Linear Regression
    • Assessing the Fit of a Line

    Module 4: Nonlinear Models

    • Exponential Relationships

    Module 5: Relationships in Categorical Data with Intro to Probability

    • Two-Way Table

    Module 6: Probability and Probability Distributions

    • Another Look at Probability
    • Probability Rules
    • Discrete Random Variables
    • Continuous Probability Distribution
    • Normal Random Variables

    Module 7: Linking Probability to Statistical Inference

    • Parameters vs. Statistics
    • Distribution of Sample Proportions
    • Statistical Inference

    Module 8: Inference for One Proportion

    • Estimating a Population Proportion
    • Hypothesis Testing
    • Hypothesis Test for a Population Proportion

    Module 9: Inference for Two Proportions

    • Distribution Differences in Sample Proportions
    • Estimate the Difference Between Population Proportions
    • Hypothesis Test for Difference in Two Population Proportions

    Module 10: Inference for Means

    • Distribution of Sample Means
    • Estimating a Population Mean
    • Hypothesis Test for a Population Mean
    • Inference for a Difference in Two Population Means
    • Hypothesis Test for a Difference in Two Population Means
    • Estimating the Difference in Two Population Means

    Module 11: Chi-Square Tests

    • Goodness-of-Fit
    • Test of Independence
    • Test of Homogeneity

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