Question

In: Statistics and Probability

2) At a trade show, you interview a random sample of 50 attendees. The results of...

2) At a trade show, you interview a random sample of 50 attendees. The results of the survey show that 48% of the attendees said they were more likely to visit an exhibit when there is a giveaway. At α=0.05 test the claim that at least 52% of the attendees at trade shows are more likely to visit an exhibit when there is a giveaway.

e. Please state both the null and alternative hypotheses.

f. Please write a decision rule that states when the investigator should reject the null hypothesis.

g. Please show the R code and results needed to generate the appropriate statistic.

h. State your decision as to whether the investigator should reject the null hypothesis.

8.0.3

Solutions

Expert Solution

e. The null and alternative hypothesis is ,

The test is one-taile test.

f. The critical value is ,

Decision rule : If Z-stat<-1.64 , then reject Ho , otherwise do not reject.

g. The R-code is ,

> prop.test(x=50*0.48,n=50,p=0.52,conf.level=0.95,,correct=FALSE)

1-sample proportions test without continuity correction

data: 50 * 0.48 out of 50, null probability 0.52
X-squared = 0.32051, df = 1, p-value = 0.2856
alternative hypothesis: true p is less than 0.52
95 percent confidence interval:
0.0000000 0.5942248
sample estimates:
p
0.48

h) The test statistic is ,

Decision : Here , Z-stat=-0.566>-1.96

Therefore , Do not reject Ho.

Conclusion : There is sufficient evidence to support the claim that at least 52% of the attendees at trade shows are more likely to visit an exhibit when there is a giveaway.


Related Solutions

You interview a random sample of 50 adults. The results of the survey show that 46​%...
You interview a random sample of 50 adults. The results of the survey show that 46​% of the adults said they were more likely to buy a product when there are free samples. At α = 0.01​, can you reject the claim that at least 59​% of the adults are more likely to buy a product when there are free​ samples?
A motivational speaker is interested in the demographics of their shows’ attendees. A random sample of...
A motivational speaker is interested in the demographics of their shows’ attendees. A random sample of 1051 adults who attended their last show was taken and the gender and US Census region in which they lived were recorded and summarized in the table below: Gender Northeast Midwest South West Total Male 118 120 219 115 572 Female 93 119 150 117 479 Total 211 239 369 232 1051 (a) Suppose the speaker is going to ignore gender and is interested...
In a random sample of 50 voters, intended to show that more voters are in favor...
In a random sample of 50 voters, intended to show that more voters are in favor of candidate A, 34 said they favor candidate A. (a) What is the probability that this many or more voters would favor A is the true proportion of all eligible voters favoring A is 0.54? (b) Is the result significant at the 0.05 level? What about the 0.01 level? Explain your answers.
A simple random sample of pulse rates of 50 women from a normally distributed population results...
A simple random sample of pulse rates of 50 women from a normally distributed population results in a standard deviation of 13.3 beats per minute. The normal range of pulse rates of adults is typically given as 60 to 100 beats per minute. If the range rule of thumb is applied to that normal​ range, the result is a standard deviation of 10 beats per minute. Use the sample results with a 0.01 significance level to test the claim that...
Given the sample results: Pop 1 Pop 2 x ̄1 = 54 x ̄2 = 50...
Given the sample results: Pop 1 Pop 2 x ̄1 = 54 x ̄2 = 50 s1 = 10.5 s2 = 11.0 n1 = 11 n2 = 16 (a) Find a 98% CI for μ1 − μ2. (b) Perform the Hypothesis Test (α = 0.01) : H0 : μ1 = μ2; Ha : μ1 > μ2 (c) Explain how you could use part (a) to answer part (b).
The following results are for independent random samples taken from two populations. Sample 1 Sample 2...
The following results are for independent random samples taken from two populations. Sample 1 Sample 2 n1 = 20 n2 = 30 x1 = 22.8 x2 = 20.1 s1 = 2.3 s2 = 4.8 (a) What is the point estimate of the difference between the two population means? (Use x1 − x2.) (b) What is the degrees of freedom for the t distribution? (Round your answer down to the nearest integer.) (c) At 95% confidence, what is the margin of...
2. A simple random sample of 50 calls is monitored at an in-bound call center and...
2. A simple random sample of 50 calls is monitored at an in-bound call center and the average length of the calls is 6 minutes. The population standard deviation σ is unknown. Instead the sample standard deviation s is also calculated from the sample and is found to be 4 minutes. a. Construct a 99% confidence interval (using the t-distribution) for the average length of inbound calls. b. What is the margin of error at the 95% confidence level?
2. One‐Sample Univariate Hypothesis Testing with Proportions For this question, show the results “by hand”, but...
2. One‐Sample Univariate Hypothesis Testing with Proportions For this question, show the results “by hand”, but you can use R to check your work. Suppose that the 4‐year graduation rate at a large, public university is 70 percent (this is the population proportion of successes). In an effort to increase graduation rates, the university randomly selected 200 incoming freshman to participate in a peer‐advising program. After 4 years, 154 of these students graduated. What are the null and alternative hypotheses?...
A random sample of 50 measurements resulted in a sample mean of 62 with a sample...
A random sample of 50 measurements resulted in a sample mean of 62 with a sample standard deviation 8. It is claimed that the true population mean is at least 64. a) Is there sufficient evidence to refute the claim at the 2% level of signifigance? b) What is the p-vaule? c) What is the smallest value of alpha for which the claim will be rejected?
Consider the following results for independent random samples taken from two populations.   Sample 1 Sample 2...
Consider the following results for independent random samples taken from two populations.   Sample 1 Sample 2 n1= 10 n2 =  40 x1= 22.3 x2= 20.3 s1= 2.5 s2 = 4.1 a. What is the point estimate of the difference between the two population means (to 1 decimal)?      b. What is the degrees of freedom for the  t distribution (round down)?      c. At 95% confidence, what is the margin of error (to 1 decimal)?      d. What is the 95% confidence...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT