Name: ______________________________________________ Date: ____________________ Pd: ______ Activity – Confidence Intervals Lab What is the proportion (percentage) of white beads in the bag? Step 1: Guess. What percentage of the beads in the bag do YOU think are white? _______ Step 2: Sampling Examine your sample. (Please be careful and don’t lose any beads!!!) Count and record your findings. Sample Size (n): _______ Number of White Beads (x): _______ Step 3: Calculate Point Estimate Calculate the point estimate for p, the true proportion of white beads in the bag. 𝑝̂ = 𝑥 𝑛 = ______ = _______ 𝑞̂ = 1 − 𝑝 = ________ Step 4: Calculate Margin of Error and Confidence Interval Error: 𝐸 = 𝑧𝑐 √ 𝑝̂∙𝑞̂ 𝑛 Use a confidence level of 95%. 𝑧𝑐 =________ Use a confidence level of 99%. 𝑧𝑐 =________ © Amanda Leahy, 2016 Confidence Interval: 𝑝̂ − 𝐸 ≤ 𝑝 ≤ 𝑝̂ + 𝐸 PRIOR KNOWLEDGE: Students know how to calculate a confidence interval for a proportion. For this activity, I use a large gallon zip bag filled with multicolored perler beads. I carry the bag around the room so that each student can look and make a guess of what percentage of white beads are in the bag. Prior to the activity, I have ACTUALLY counted the beads and know the percentage. I have student come to the front of the room. I shake the bag, reach in for a handful, and put it in a paper bowl or in a small sandwich sized zip bag. Repeat for each student. Students could also work in groups for this activity. Step 5: Class Results Recording Go to the dry erase board and record your findings in the indicated locations. Sample size (n) Number of white beads in sample (r) Partition off a section of your dry erase Confidence Interval 95% board for each piece of data to be recorded. Confidence Interval 99% Step 6: Final Results What is the true proportion of white beads in the bag? Total Population Size = ∑ 𝑛 = __________ True Proportion of White Beads = 𝑝 = ∑𝑥 ∑𝑛 Total White Beads = ∑ 𝑥 = ___________ = ____________ What Percentage of the 95% Confidence Levels contained the true proportion? Answers vary. I announce the “true proportion” and circle all the correct intervals. What Percentage of the 99% Confidence Levels contained the true proportion? Answers vary. There will be more correct intervals now. Point out that as confidence level increases, so does the margin of error, widening the confidence interval. What if you wanted to GUARANTEE a 99% confidence interval within 0.01 of the proportion? What sample size would you have needed? 1 𝑧𝑐 2 𝑛= ( ) 4 𝐸 n = ¼ (2.58/.01)^2 = 16641 Expect groans from students. This is a LOT of beads. THINK ABOUT IT. Look back at your guess from Step 1 and your confidence intervals from Step 4. Did any of your confidence intervals contain your guess? How close was your guess to the true proportion found above using all the classroom data? Step 7: Clean up time! CAREFULLY return your beads to the large bag of beads. Place your empty small Ziploc bag on the front table. © Amanda Leahy, 2016
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