Exam 13: Nonparametric Methods

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The Wilcoxon rank sum test is a nonparametric test used to compare the central tendencies of two populations when a paired difference experiment has been conducted.

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The Wilcoxon signed rank test is also called the Mann-Whitney test.

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Test H0: ps = 0 vs HA: ps > 0 for the relationship between tea consumption and coffee consumption at the state level at ? = .05.

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The critical value is 0.643.Cannot reject the null hypothesis so we have insufficient evidence of a significant positive relationship between the amount of tea consumption per capita and the amount of coffee consumption per capita.

A readability analysis is conducted to determine how easy four different newspapers are to read for the average citizen.The sample scores are below: A B C D 50 59 45 62 50 60 48 64 53 63 51 68 58 65 54 70 59 67 55 72 -Calculate TA,TB,TC,TD for the Kruskal-Wallis test.

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A cholesterol test was given to 10 heart patients with high cholesterol levels.The same 10 heart patients are then given a new cholesterol-reducing drug for six months.Before the patients begin taking the drug,they are told to maintain their current diets and eating habits so that the effect of the drug can be more effectively determined.After taking the drug for six months,the same patients are given a cholesterol test again.The pharmaceutical company that manufactures the drug wants to determine if the drug is helpful in reducing cholesterol levels.Distribution of cholesterol level is not normally distributed.State the null and alternative hypothesis for this problem.

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Two professional football scouts (Sc)are in the process of recruiting 7 new football players (receivers).After a careful review and evaluation,both scouts ranked the seven receivers in terms of their professional career prospects.The rankings are given below. Player (Receiver) Rankings of Sc. 1 Rankings of Sc. 2 1 3 3 2 2 1 3 1 2 4 4 6 5 5 4 6 7 7 7 6 5 What is the value of di2?

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In testing the significance of a population correlation coefficient using the Spearman's rank correlation coefficient,it is assumed that all possible combinations of values of variable X and variable Y have a bivariate normal probability distribution.

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Which one of the following nonparametric methods can be used to determine the strength of the relationship between two variables?

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The claim of the manufacturer of cell phone batteries is that the median life of a battery is more than 40 hours.Suppose a random sample of 75 batteries finds that 32 have a life of more than 40 hours.Does the evidence support their claim? Which is the corresponding test statistic result?

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The __________________ test is a nonparametric counterpart of a one way ANOVA F test.

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What type of non-parametric statistic would generate the following excel/MegaStat output? 3.5 \quad\quad hypothesized value 6 \quad\quad median 0 \quad\quad below 0 \quad\quad equal 7 \quad\quad above 7n7 \quad\quad\quad\mathrm { n } \quad\quad\quad binomial .0078p.0078 \quad\mathrm { p } -value (one-tailed, upper)

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At α\alpha = .05,can it be concluded that the oral exam scores are higher than the written exam scores?

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Refer to the Mega-Stat/Excel output for the Wilcoxon signed rank test given in the table below. Wilcoxon Signed Rank Test variables: Group 1 - Group 2 5.5 sum of positive ranks 30.5 sum of negative ranks 8n8 \quad\quad\mathrm { n } 18.00 \quad expected value 5.74 \quad standard deviation 2.18z- 2.18\quad \mathrm { z } , corrected for ties .0296 \quad p-value (two- \quad\quad\quad tailed) -At a significance level of .01,which one of the following statements is correct when the alternative hypothesis is Ha: D1 is shifted to the left of D2?

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The Wilcoxon rank sum test is used to compares the locations of two _____________ populations.

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If the data set consists of matched pairs collected from two dependent populations then the Wilcoxon signed rank test may be appropriate to use.

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On the average,can it be concluded that the machines distribute the same amount? Test at α\alpha = .05 Cannot reject the null hypothesis that the distributions of amounts are equal. T = 117

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Two coffee-vending machines are studied to determine whether they distribute the same amounts.Samples are taken and the amounts dispensed are recorded for each machine.What is the value of TB? Machine A Machine B 610 5.99 5.95 6.01 5.98 5.98 6.01 5.96 6.00 6.08 5.95 5.89 6.02 6.01 6.04 6.00 5.99 5.97 6.06 6.00

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When a large sample is taken,_______________ approximation to the binomial distribution can be used to implement the sign test.

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A student is trying to decide if it is cheaper to order blank CDs over the internet or to buy them at local electronic stores.Listed below are the prices (in dollars)quoted for boxes of 200 blank CDs from various manufacturers.The prices are not normally distributed for either source. Internet Local Electronics Stores 26.00 33.98 27.99 37.75 31.50 38.99 32.75 35.79 27.00 33.99 27.98 34.79 24.75 29.98 28.15 33.00 29.99 32.00 29.99 -Set up the null and alternative hypotheses for the claim that buying over the Internet (I)is cheaper than buying from the local electronics stores (E).

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The __________________ test is a nonparametric counterpart of a small sample t test for comparing two independent population locations.

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