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Back to the Kiwis…. Kiwi Kapers 2. The impact of sample size…. Problem. I wonder what the median weight of New Zealand kiwis is?. Using technology…. Remember we’re in TEACHING WORLD - in the ‘real world’ we wouldn’t be able to take lots and lots of samples to see what happens!.
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Kiwi Kapers 2 The impact of sample size…
Problem • I wonder what the median weight of New Zealand kiwis is?
Using technology… Remember we’re in TEACHING WORLD - in the ‘real world’ we wouldn’t be able to take lots and lots of samples to see what happens! • Sampling kiwis • Collecting the medians from repeated sampling
Analysis • For each sample size: • I notice that the sample median weights of kiwis for samples of size ___vary from ___ to ___ • I notice that the bulk of the sample median weights of kiwis for samples of size ___ranged from ___ to ___ • I notice that the median for the sample median weight of kiwis for samples of size ___ is ___ and that the median for the sample IQR is ___
Analysis • I notice that the variation of the median weights of kiwis ________ as the sample size _________. • For samples of size 15 the median weight ranged from ____ to ____, a difference of _____, • Whereas for samples of size 100 the median weight ranged from ____ to ____, a difference of ____.
Question? • What do you think will happen to variation in the IQR of the samples as we increase the sample size? • 12kiwipopsample2IQR
Conclusion As the sample size increases, the variation of the medians __________ the variation of the IQRs _____________ • What is a sensible and reliable sample size to use to make inferences about the population?
Conclusion Remember • Our best point estimate of the population parameter – the population median is our sample median • The estimates vary, even with n = 100 • It is better to provide a range of possible values for the parameter, based on our estimate, rather than stating one value
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