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Statistics 9-12 / Week 07 / Track Day
6/6
Week 07 · Does the Model Fit?

Track Day

Track Day: is the family coin fair?
// The pacing trial and a run of tails
⏱ about 20 min

Track Day: Is the Family Coin Fair?

Saturday the crew brings the coin home. The kitchen table becomes the pacing trial.

"Ten flips each," Comet tells the family. "Count your heads. The model expects 5, give or take 1.6."

"Anything from 2 to 8 is ordinary," Wren adds. "Zero, one, nine or ten would surprise us."

The counts come in: 6, 4, 5, 7. Nobody lands outside the band.

"So the coin is behaving," Comet says. "What do you notice about how different the counts are?"

"Four people, four counts, none exactly 5," Wren says. "Chance spreads them out. The band expects that."

Nova hovers over the table. "Would you like a hint? Try three heads in a row before you decide anything is odd."

Someone flips three heads in a row and gasps. "One in eight," Comet says, grinning. "Ordinary."

  1. A probability model says how chance should behave. Each try is independent.
  2. P(exactly k) counts the orders with C(n, k), then multiplies p for each success and 1 - p for each failure.
  3. The distribution lists every count with its probability, adding to 1. Its expected value is n × p.
  4. Ordinary: within two spreads √(n p (1 - p)) of the expected count. Surprising: beyond that.
  5. A surprising result is a reason to doubt the model and look for a cause, not proof of a new rate.
◇ FAMILY COIN TRIAL
Each person flips a coin 10 times and counts the heads. Write every count in the Run Log.
Mark each count on a number line from 0 to 10, and shade the ordinary band 1.8 to 8.2.
Take turns saying whether each count is ordinary or surprising, and why.
Then try a run of three or four heads in a row. Work out its probability together before anyone calls the coin odd.
For a grown-up
The point is the band, not the exact count. Help the family see that 3 or 7 heads is normal for a fair coin.
If a count does land outside the band, treat it as a reason to flip again, not a verdict.
JUDGE THE FAMILY COIN
  • Read the question.
  • Tap your answer.
A fair coin is flipped 3 times. What is the probability of 3 heads in a row?
A bar graph of a binomial model with 10 tries and success probability 1/2: the tallest bar is at 5 successes.The fair-coin model expects 5 heads in 10 flips. A family member got 7. Is that consistent with the model?
The four family counts were 6, 4, 5 and 7. How many were exactly 5? Type the number.
WHY THIS EXERCISEEven the most likely count is not the usual count. Spread is part of the model.
Draw the family number line from 0 to 10 with every count marked and the ordinary band shaded.

Track Day done. Next week the crew turns a sample into an estimate, and learns how far to trust it: the margin of error.

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