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Cal Poly STAT 217 - Applying the Central Limit Theorem

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Stat 217 – Day 14Previously – Normal DistributionKissing CouplesLast Time – Sampling Distribution of Sample ProportionActivity 13-3 (handout)Activity 13-3Slide 7Slide 8Stat 217 – Day 14Applying the Central Limit TheoremPreviously – Normal DistributionActivity 12-6Always include sketch or screen captureAlways label horizontal axis Compare to 508356/4112052 = .1236Kissing CouplesHow often do you think kissing couples turn to the right?Suppose you thought it was 50/50 but you found a sample result of 64.5%, would this convince you that kissing couples in the entire population tend to turn right more than left?Need to know how sample proportions behave to know whether this is a surprising outcomeHow much random sampling variabilityLast Time – Sampling Distribution of Sample ProportionSimulation Took lots and lots of samples, of the same size, from the same population, and looked at the distribution of the sample proportion (p-hat)Central Limit Theorem (p. 259)1. When shape will be approximately normal2. The mean of the sample proportions will equal the value of the population proportion 3. The standard deviation equalsn)1(Activity 13-3 (handout)(a) proportion of all kissing couples that turn right, (b) Initially assuming =.5(c) statistic, p-hat = .64580.645Activity 13-3(e) Central Limit Theorem1. The distribution will be approximately normal2. With mean equal to .5 (since that is what we think  equals)3. And standard deviation .0449Z = (.645 - .5)/.0449 = 3.23simulated sample proportions who turn to right (theta = 2/ 3)Frequency0.770.730.690.650.610.570.5380706050403020100simulated sample proportion who turn to right (theta = 3/ 4)Frequency0.8370.7970.7570.7170.6770.6370.5979080706050403020100To Turn in with Partner:Activity 15-1Answer to (f) is .1562For ThursdayLab 4Pre-lab for Lab 5By MondayActivity 15-2Self-check Activity


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Cal Poly STAT 217 - Applying the Central Limit Theorem

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