Toinvestigatehow y can varyfromsampletosampleofsize n, forthesimulationfrom a bell-shapedpopulationshownattheendof Section 1.5.3, take (a) 10,000 random samples ofsize n
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Toinvestigatehow ¯y can varyfromsampletosampleofsize n, forthesimulationfrom a bell-shapedpopulationshownattheendof Section 1.5.3, take
(a) 10,000 random samples ofsize n = 30 each;
(b) 10,000 randomsamplesofsize n = 1000 each.In eachcase,formahistogramofthe10,000 ¯y valuesandfindtheirstandarddeviation.
Compare resultsandexplainwhatthissimulationrevealsabouttheimpactofsample size onhowstudyresultscanvary.(Chapter 3 showsthatinsamplingfromapopulation with standarddeviation16,thetheoreticalstandarddeviationof ¯y valuesis 16~
º
n.)
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Related Book For
Foundations Of Statistics For Data Scientists With R And Python
ISBN: 9780367748456
1st Edition
Authors: Alan Agresti
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