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Chapter 9: testing a claim
Ch. 9 Introduction
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πβ true proportion of made free throws by Mr. B
π = =0.66 π=0.80 π<0.80 Assuming Mr. Brinkhusβ claim is true, how likely is it that he would get a π of 0.66 or lower purely by chance?
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Each of you will simulate 50 free throws using the RandInt function on your calculator.
Do 50 repetitions (50 free throws) Use RandInt(0, 9, 50) 0 β 7 ο made shot 8 β 9 ο missed shot When you get your π value, plot it on the class dot plot. How likely is it that Mr. Brinkhus makes 66% or less of 50 free throws?
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Now letβs use a TRUE Sampling Distribution of π .
Normal? YES! Independent? YES! Check: ππβ₯10 π 1βπ β₯10 Check: 10% condition β40β₯10 β10β₯10 10 50 =500 < thousands π π = π(1βπ) π = =.057 Sampling Distribution of π The probability of Mr. Brinkhus shooting 66% or lower of his free throws given he claims to shoot 80% is 0.7%, which is highly unlikely. This gives convincing evidence that his claim is not true. N(0.8, .057) 0.66 0.8 normalcdf β99999, 0.66, 0.8, .057 =.007 π-value P( π β€ π=.8
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true mean, π, of the age of pennies in the container
π₯ = 19.5 π=22 Null Hypothesis π» 0 :π=22 πβ 22 Alternative Hypothesis π» π :πβ 22 This time we have a two-sided alternative hypothesis. Before was a one-sided alternative hypothesis π<.80 . Assuming Mr. Brinkhusβ claim is true, how likely is it that he would get an π₯ of 19.5 or lower (or 24.5 or higher) purely by chance? Do we know π? No!
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Remember, since we donβt know π, weβre using a π-distribution!
Normal? Independent? YES! Since π=40β₯30, the sampling distribution of π₯ is approximately normal. Check: 10% condition 10 40 =400 < a lot = =.474 π π₯ = π π₯ π Sampling Distribution of π₯ df =πβ1=40β1=39 N(22, .474) π‘= 19.5β =β5.27 area =0β
2=0 19.5 22 24.5 π-value π‘πππ(πππ€ππ, π’ππππ, ππ) =π‘cdf β9999,β5.27, 39 =0 Very unlikely to occur purely by chance, so we have strong evidence against Mr. Brinkhusβ claim.
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