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Hypothesis Test for Proportions

Hypothesis Test for Proportions. Section 10.3 One Sample. Remember: Properties of Sampling Distribution of Proportions. Approximately Normal if. Test Statistic. Conditions.

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Hypothesis Test for Proportions

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  1. Hypothesis Test for Proportions Section 10.3 One Sample

  2. Remember: Properties of Sampling Distribution of Proportions • Approximately Normal if

  3. Test Statistic

  4. Conditions

  5. Educators estimate the dropout rate is 15%. Last year 38 seniors from a random sample of 200 seniors withdrew. At a 5% significance level, is there enough evidence to reject the claim? p=true proportion of seniors who dropout Assumptions: (1) SRS (2) Approximately normal since np=200(.15)=30 and nq=200(.85)=270 (3) 10(200)=2000 {Pop of seniors is at least 2000} Therefore the large sample Z-test for proportions may be used. Fail to reject Ho since p-value >α. There is insufficient evidence to support the claim that the dropout rate is not 15%. What type of error might we be making?

  6. PHANTOMS • P arameter • H ypotheses • A ssumptions • N ame the test • T est statistic • O btain p-value • M ake decision • S tate conclusions in context

  7. If the significance level is not stated – use 0.05.

  8. Reject Ho • There is sufficient evidence to support the claim that …..

  9. Fail to Reject Ho • There is insufficient evidence to support the claim that ….

  10. A random sample of 270 CA lawyers revealed 117 who felt that the ethical standards of most lawyers are high. Does this provide strong evidence for concluding that fewer than 50% of all CA lawyers feel this way

  11. Experts claim that 10% of murders are committed by women. Is there evidence to reject the claim if in a sample of 67 murders, 10 were committed by women. Use 0.01 significance.

  12. Experts claim that 10% of murders are committed by women. Is there evidence to reject the claim if in a sample of 67 murders, 10 were committed by women. Use 0.01 significance.

  13. A study on crime suggests that at least 40% of all arsonists were under 21 years old. Checking local crime statistics, we found that 30 out of 80 were under 21. Test at 0.10 significance.

  14. A telephone company representative estimates that 40% of its customers want call-waiting. To test this hypothesis, she selected a sample of 100 customers and found that 37% had call waiting. At a 1% significance, is her estimate appropriate?

  15. A statistician read that at least 77% of the population oppose replacing $1 bills with $1 coins. To see if this claim is valid, the statistician selected a sample of 80 people and found that 55 were opposed to replacing the $1 bills. Test at 1% level.

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