Exam 11: Hypothesis Tests Involving Two Sample Means

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An example of dependent samples occurs when subjects are randomly assigned to the experimental and control groups of an experiment.

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The pooled-variances t-test requires the assumption that the two population ___________________________________ are equal,and that the populations are at least ___________________________________ distributed.

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standard deviations; approximately normally

Traffic Coordinator A traffic coordinator for a community wishes to determine whether or not there is any difference in the average age of female and male drivers involved in rear-end accidents.The hypothesis test is: H0: μ1=μ2\mu _ { 1 } = \mu _ { 2 } (no difference in mean age) H1: μ1μ2\mu _ { 1 } \neq \mu _ { 2 } (mean age is different)A random sample of males and females involved in rear-end accidents results in the following Minitab summary: N MEAN MEDIAN TRMEAN STDEV SEMEAN FEMALES 33 23.91 20.00 23.38 9.77 1.70 MALES 38 28.87 28.50 28.44 9.67 1.57 -What is the conclusion?

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Do not reject H0 There is not enough statistical evidence to say that there is a difference in the average age of female and male drivers involved in rear-end accidents.

A political analyst in Texas surveys a random sample of registered Democrats and compares the results with those obtained from a random sample of registered Republicans.This would be an example of:

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Golf ball A new golf ball has been designed to improve driving distance off the tee when compared to their market competitor.To test their new ball,nine golfers hit a drive with the current ball and then hit another drive with the new ball.The distance in yards for each golfer is shown in the following table. Current Golf Ball (Pupulation 1) New Golf Ball (Population 2) 212 215 236 228 250 256 243 264 250 248 235 255 230 239 225 218 220 239 -Use α\alpha = 0.05.What is your conclusion?

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Medicare An economist wishes to test whether there is any difference in the proportion of households receiving Medicare for white households with less than $5,000 income per year and white households with $15,000 or more income per year.A random sample from households with less than $5,000 income per year is taken,and a random sample of households with $15,000 or more income is taken.The results of the samples are: Less than \ or more Sample size 200 150 Medicare Recipients 157 139 -Use a 0.01 significance level to determine if there is sufficient evidence to conclude that a difference in proportions exists.What is the value of the test statistic? Appropriate test: ____________________ Test statistic = ____________________

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Ford Motor Co. The Ford Motor Company,as part of its quality control program,began returning to the supplier all shipments of steel that had defects or faulty chemistry.When Ford began this program,the defective rate in 100 shipments was 9%.A recent survey indicated that 2.2% in 136 shipments was defective.Does this represent a significant improvement in the quality of the steel? Test at the 0.05 level. -What is the conclusion?

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The ____________________ approximation is an alternative to the unequal-variances t-test whenever both n1 and n2 are ≥ 30.

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When testing dependent samples,we test for only one variable.What is it?

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Population In an effort to test the hypothesis that the proportion of home ownership in the state of Delaware is different than the national proportion,the following data was collected. Population Number of Home Owners Sample Size Delaware 310 500 Nation 390 600 -Use α\alpha = 0.01.State the decision rule in terms of the critical value.

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Battery A new brand of battery for use in calculators and cameras is said to last significantly longer than another brand.A camera manufacturer is to test this brand (Y)with brand (X)to see if brand Y has a longer life.If brand Y does last longer,the camera manufacturer will equip their new cameras with them.If not,they will equip them with brand X that is less costly.Twenty cameras are equipped as follows: ten with brand Y batteries and ten with brand X batteries and the life of the batteries measured.Is brand Y superior (does it last longer)to brand X? To answer this question,the camera manufacturer uses a 0.01 significance level and knows that the populations are normally distributed with equal variances.Sample data are: Brand Brand =10 =10 =500 hours =650 hours =400 =484 -State the conclusion.

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Traffic Coordinator A traffic coordinator for a community wishes to determine whether or not there is any difference in the average age of female and male drivers involved in rear-end accidents.The hypothesis test is: H0: μ1=μ2\mu _ { 1 } = \mu _ { 2 } (no difference in mean age) H1: μ1μ2\mu _ { 1 } \neq \mu _ { 2 } (mean age is different)A random sample of males and females involved in rear-end accidents results in the following Minitab summary: N MEAN MEDIAN TRMEAN STDEV SEMEAN FEMALES 33 23.91 20.00 23.38 9.77 1.70 MALES 38 28.87 28.50 28.44 9.67 1.57 -What is the value of the test statistic? Appropriate test: ____________________ Test statistic = ____________________

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A test that we can use to determine whether two population variances are equal is the ____________________.

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When comparing the means of two independent samples,the ____________________ is applicable whenever the population standard deviations are unknown.

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Although it is often associated only with small-sample tests,the t distribution is appropriate when the population standard deviations are unknown,regardless of how large or small the samples happen to be.

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Production Line A quality control inspector keeps a tally sheet of the number of acceptable and unacceptable products that come off two different production lines.The completed sheet is shown below. Products Production line Acceptable Unacceptable 1 152 48 2 136 54 What is the p-value of the test?

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If we wish to compare the before-and-after reading speeds of individual participants in a speed-reading course,the z-test for comparing the means of two independent samples is appropriate.

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The F distribution is the sampling distribution of s12/s22s _ { 1 } ^ { 2 } / s _ { 2 } ^ { 2 } that would result if two samples were repeatedly drawn from the same,normally distributed population.

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Slacks Manufacturer A slacks manufacturer is deciding whether to purchase a new method for bonding seams together.Before purchasing a new method that bonds,or glues,the seams together,the manufacturer wishes to determine whether or not the "bonded" seams can withstand more pulling stress than standard seams sewn with thread.The creator of the new method provides a demonstration machine and supplies for the slacks maker to test.Two samples of the slacks produced are taken.Each pair of slacks has the seams tested in an application of force to determine the breaking point (in lbs.)for the seam.The sample results are: Sample 1: Sewn Sample 2: Glued =50 =50 =125. =165. =46. =57. -The test question is: At the 0.05 level of significance,is the gluing of seams better than sewing? What are the null and alternative hypotheses? H0: ____________________ H1: ____________________

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National Management Assoc The National Management Association reports that during the past year,there has been a substantial increase in the use of "flextime" in the work place.Last year,a sample of 100 businesses was taken which indicated that 22% had implemented the use of "flextime." This year,a second survey of 100 showed that 29% were using flextime.At the 0.05 level,does this represent an increase in the proportion? -State the conclusion.

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