Question

In: Statistics and Probability

A researcher has selected a random sample of 120 older residents (age 65+) in Nebraska and...

A researcher has selected a random sample of 120 older residents (age 65+) in Nebraska and asked them how many times they’ve been victimized by crime in the past year. He found that the senior citizens averaged 2.8 victimizations last year. The researcher also has information on the amount of victimization experienced in the entire state. On average, the population of Nebraskans experienced 2.4 victimizations last year, with a standard deviation of 2.7. The researcher wonders whether senior citizens are victimized at a different rate than the general state population. Run the appropriate one-sample hypothesis test (with alpha = .05) to answer the research question.

Your work shown must include:

i. verifying that the assumptions are met.

ii. listing the null hypothesis and the research hypothesis.

iii. computing the appropriate test statistic.

iv. identifying the degrees of freedom (if necessary) and p-value v. writing a complete interpretation of the test and results.

show all work, no outside sources

Solutions

Expert Solution

(i) Assumptions:

(a) The sample is a simple random sample

(b) The samples are independent of each other.

(c) Since the sample size is large, we can assume normality.

_______________________

(ii) The Hypothesis:

H0: = 2.4

Ha: 2.4

This is a 2 tailed test

(iii) The Test Statistic: Since the population standard deviation is known and n > 30, we use the z test.

The test statistic is given by the equation:

(iv) The p Value: The p value (2 Tail) for Z= 1.62, is; p value = 0.1052

The Decision Rule: If P value is < , Then Reject H0.

The Decision:   Since P value (0.1052) is > (0.05) , We Fail to Reject H0.

The Conclusion: There isn't sufficient evidence at the 95% significance level to conclude that there is a difference in the rates at which senior citizens of Nebraska are victimized from the General Population.

_________________________________


Related Solutions

A researcher selected a random sample of 200 residents of Louisville, KY. The sample included 80...
A researcher selected a random sample of 200 residents of Louisville, KY. The sample included 80 males and 120 females. The researcher asked the respondents to complete a survey that would measure the public trust in the police. This variable was coded 1 [low trust], 2 [average trust], and 3 [high trust]. Knowing that in each gender group 50% of the respondents acknowledged an average level of trust in the police and that 20 men and 20 women in the...
A survey was taken of randomly selected​ Americans, age 65 and​ older, which found that 420...
A survey was taken of randomly selected​ Americans, age 65 and​ older, which found that 420 of 1012 men and 531 of 1061 women suffered from some form of arthritis. a) Let p1 be the sample proportion of senior women suffering from some form of​ arthritis, and let p2 be the sample proportion of senior men suffering from some form of arthritis. Create a​ 95% confidence interval for the difference in the proportions of senior men and women who have...
A survey was taken of randomly selected​ Americans, age 65 and​ older, which found that 409...
A survey was taken of randomly selected​ Americans, age 65 and​ older, which found that 409 of 1001 men and 537 of 1064 women suffered from some form of arthritis. ​a) Are the assumptions and conditions necessary for inference​ satisfied? Why? ​b) Create a​ 95% confidence interval for the difference in the proportions of senior men and women who have this disease. ​c) What is the proportion of American men and women age 65 and older who suffer from arthritis...
In a recent survey​ conducted, a random sample of adults 18 years of age or older...
In a recent survey​ conducted, a random sample of adults 18 years of age or older living in a certain country were asked their reaction to the word socialism. In​ addition, the individuals were asked to disclose which political party they most associate with. Results of the survey are given in the table. Complete parts ​(a) through ​(c) below. _ Democrats Independents Republicans Positive 216 64 158 Negative 270 370 411 (a) Does the evidence suggest individuals within each political...
A random sample of 120 observations is selected from a binomial population with an unknown probability...
A random sample of 120 observations is selected from a binomial population with an unknown probability of success ?. The computed value of ?̂ is 0.7. (1)    Test ?0:?=0.55 against ??:?>0.55. Use ?=0.01. test statistic ?= critical ? score      (2)    Test ?0:?=0.5 against ??:?<0.5. Use ?=0.05. test statistic ?= critical ? score      (3)    Test ?0:?=0.55 against ??:?≠0.55. Use ?=0.01. test statistic ?= positive critical ? score     negative critical ? score
A random sample of 120 observations is selected from a binomial population with unknown probability of...
A random sample of 120 observations is selected from a binomial population with unknown probability of success p. The computed value of p^ is 0.69. (1)    Test H0:p≤0.6 against Ha:p>0.6. Use α=0.05. test statistic z= critical zscore      The decision is A. There is not sufficient evidence to reject the null hypothesis. B. There is sufficient evidence to reject the null hypothesis. (2)    Test H0:p≥0.6 against Ha:p<0.6. Use α=0.01 test statistic z= critical zscore      The decision is A. There is not sufficient evidence...
A random sample of 160 car purchases are selected and categorized by age. The results are...
A random sample of 160 car purchases are selected and categorized by age. The results are listed below. The age distribution of drivers for the given categories is 18% for the under 26 group, 39% for the 26-45 group, 31% for the 45-65 group, and 12% for the group over 65. Find the P-value to test the claim that all ages have purchase rates proportional to their driving rates. Use α = 0.05 Age under 26 26-45 45-65 over 65...
A random sample of 160 car purchases are selected and categorized by age. The results are...
A random sample of 160 car purchases are selected and categorized by age. The results are listed below. The age distribution of drivers for the given categories is 18% for the under 26 group, 39% for the 26-45 group, 31% for the 45-65 group, and 12% for the group over 65. Find the P-value to test the claim that all ages have purchase rates proportional to their driving rates. Use α = 0.05. age under 26 26-45 45-65 over 60...
The age distribution of the Canadian population and the age distribution of a random sample of 455 residents in the Indian community of a village are shown below.
The age distribution of the Canadian population and the age distribution of a random sample of 455 residents in the Indian community of a village are shown below. Age (years) Percent of Canadian Population Observed Numberin the Village Under 5 7.2%                   51             5 to 14 13.6%                   65             15 to 64 67.1%                   292             65 and older 12.1%                   47             Use a 5% level of significance to test the claim that the age distribution of the general Canadian population fits the age distribution...
A simple random sample has a sample size of n = 65. Given the population is...
A simple random sample has a sample size of n = 65. Given the population is normally distributed, find the critical value ta/2 corresponding to a 99% confidence level. a) 2.678 b) 2.575 c) 2.000 d) 2.660
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT