Part 7: Inference for Proportions

Statistical Concepts Covered

  • Point Estimates & Margins of Error

  • Interpreting a Confidence Interval

  • Interpreting a Confidence Level

Relevant Topics Covered

  • Political Polling

  • Polling Errors

Note: This lesson follows the inference trifecta approach, rather than our standard lesson format. Watch the brief Teacher Guide video on the lesson page for instructions.


Statistical Concepts Covered

  • 95% Interval for One Proportion

  • Four Step Process for Inference

Relevant Topics Covered

  • Flint Water Crisis

  • Environmental Science

  • Chemical Engineering

Note: This lesson follows the inference trifecta approach, rather than our standard lesson format. Watch the brief Teacher Guide video on the lesson page for instructions.


Statistical Concepts Covered

  • Critical Values

  • Sample Size Calculations

Relevant Topics Covered

  • Flint Water Crisis

  • Environmental Science

  • Chemical Engineering


Statistical Concepts Covered

  • Constructing Hypotheses

  • Logic of Hypothesis Tests

  • p-values, Alpha Levels, Conclusions

Relevant Topics Covered

  • Basketball

  • Was there a “home court” advantage in the NBA Bubble?

Note: This two-day lesson follows the inference trifecta approach, rather than our standard lesson format. Watch the brief Teacher Guide video on the lesson page for instructions.


Statistical Concepts Covered

  • One-Sample Z-Test for a Proportion

  • Four Step Procedure for Inference

  • One vs. Two-Sided Tests

Relevant Topics Covered

  • Basketball

  • Was there a “home court” advantage in the NBA Bubble?

Note: This lesson also has an Experience-First-Formalize-Later (EFFL) version, created in collaboration with Stats Medic. Find it here.


Statistical Concepts Covered

  • Bad Study Design vs. Error

  • Type I/II Errors & Power

  • Problem of Multiple Tests

Relevant Topics Covered

  • Vaccines & Autism

  • Study Design

  • Testing New Medicine


Statistical Concepts Covered

  • One vs. Two Sample Inference

  • Two-Sample Z-Interval for Proportions

  • Statistically vs. Practically Significant

Relevant Topics Covered

  • Race & Job Hiring

  • Discrimination


Statistical Concepts Covered

  • Two-Sample Z-Test for Proportions

  • Connection to Intervals

  • Generalizing Study Results

Relevant Topics Covered

  • Race & Job Hiring

  • Discrimination

Note: This lesson also has an Experience-First-Formalize-Later (EFFL) version, created in collaboration with Stats Medic. Find it here.

 
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Part 6: Sampling Distributions

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Part 8: Inference for Means