The content, assignments, and assessments for Concepts in Statistics are aligned to the following learning outcomes. A full list of course learning outcomes can be viewed here: Concepts in Statistics Learning Outcomes.
Module 1: Types of Statistical Studies and Producing Data
- Types of Statistical Studies
- Sampling
- Conducting Experiments
Module 2: Summarizing Data Graphically and Numerically
- Categorical vs. Quantitative Data
- Dotplots
- Histograms
- Measures of Center
- Measures of Spread
- Describing a Distribution
Module 3: Examining Relationships: Quantitative Data
- Scatterplots
- Linear Relationships
- Association vs. Causation
- 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 Tables
Module 6: Probability and Probability Distributions
- Another Look at Probability
- Probability Rules
- Discrete Probability Distribution
- Continuous Probability
- Normal Random Variables
Module 7: Linking Probability to Statistical Inference
- 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 of 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
Module 11: Chi-Square Tests
- Chi-Square Test for One-Way Tables
- Chi-Square Test for Two-Way Tables
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