Florida B.E.S.T. MA.912.DP.5.10

MathGrades 9–12Determine methods of data collection and make inferences from collected data.

The Standard

Determine whether differences between parameters are significant using simulations.

Florida B.E.S.T. Standards for Mathematics

Teacher's field guide

What This Standard Means

What Students Need to Do

Students compare an observed difference between two groups with differences produced under a chance model. They estimate how often equally or more extreme results occur, then decide whether the observed difference is statistically significant.

What Mastery Looks Like

A student can create or interpret a randomization distribution and locate the observed difference on it. The student uses the proportion of equally or more extreme results to make and explain a significance decision.

Common Misconceptions

Students may treat any nonzero sample difference as significant. They may randomize the data values instead of the group labels. They may think a small simulated proportion proves one parameter is larger.

How to Assess It

Exit ticket: An observed mean difference is 8 points, and 12 of 500 shuffled trials produced an absolute difference of 8 or more. Find the simulated p-value and decide whether the result is significant at 0.05.

Lesson moves

Ways to Teach It

  1. Give pairs labeled outcome cards, have them shuffle group labels, calculate mean differences, and build a class randomization distribution.

  2. Ask students to explain why a rare simulated difference supports a claim that the groups differ beyond random chance.

  3. Run a card sort matching observed differences, simulation results, p-values, and valid conclusions at a given significance level.

  4. Analyze two study apps' test results, then shuffle app labels to judge whether the score difference could reasonably occur by chance.

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