and draw10,000randomsamplesof size 20each.Lookatthesimulatedsamplingdistributionof , whichishighlydiscrete.Is it bell-shapedandsymmetric?UsethistohelpexplainwhytheWaldconfidenceinterval performspoorlyinthiscase. (c) When = 0, showthattheWaldconfidenceintervalis(0,0).As approaches0,explain
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and draw10,000randomsamplesof size 20each.Lookatthesimulatedsamplingdistributionof ˆπ, whichishighlydiscrete.Is it bell-shapedandsymmetric?UsethistohelpexplainwhytheWaldconfidenceinterval performspoorlyinthiscase.
(c) When ˆπ = 0, showthattheWaldconfidenceintervalis(0,0).As π approaches0,explain why P(ˆπ = 0) approaches1,andthustheactualprobabilitythattheWaldinterval contains π approaches0.
(d) NowusetheWilson’sscoreinterval(formula(4.7))withsimulationorinthe ExploreCov-
erage app. Draw1000samplesofsize20eachwhen π = 0.06. Whatpercentageofthe95%
confidence intervalsactuallycontained π? Explainhowthisrelatestotheinterpretation for confidenceintervals.
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Foundations Of Statistics For Data Scientists With R And Python
ISBN: 9780367748456
1st Edition
Authors: Alan Agresti
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