if one card is drawn from an ordinary deck of card, find the probability of getting each event. a. a 7 or an 8 or a 9, b. a spade or a queen or a king, c. a club or a fade card, d. an ace or a diamond or a heart, e. a 9 or a 10 or a spade or a club
In: Math
This problem is based on information taken from The Merck Manual (a reference manual used in most medical and nursing schools). Hypertension is defined as a blood pressure reading over 140 mm Hg systolic and/or over 90 mm Hg diastolic. Hypertension, if not corrected, can cause long-term health problems. In the college-age population (18-24 years), about 9.2% have hypertension. Suppose that a blood donor program is taking place in a college dormitory this week (final exams week). Before each student gives blood, the nurse takes a blood pressure reading. Of 200 donors, it is found that 28 have hypertension. Do these data indicate that the population proportion of students with hypertension during final exams week is higher than 9.2%? Use a 5% level of significance. (a) What is the level of significance? State the null and alternate hypotheses. Will you use a left-tailed, right-tailed, or two-tailed test? H0: p = 0.092; H1: p < 0.092; left-tailed H0: p > 0.092; H1: p = 0.092; right-tailed H0: p = 0.092; H1: p ≠ 0.092; two-tailed H0: p = 0.092; H1: p > 0.092; right-tailed (b) What sampling distribution will you use? Do you think the sample size is sufficiently large? The Student's t, since np > 5 and nq > 5. The standard normal, since np < 5 and nq < 5. The standard normal, since np > 5 and nq > 5. The Student's t, since np < 5 and nq < 5. What is the value of the sample test statistic? (Round your answer to two decimal places.) (c) Find the P-value of the test statistic. (Round your answer to four decimal places.) Sketch the sampling distribution and show the area corresponding to the P-value. Maple Generated Plot Maple Generated Plot Maple Generated Plot Maple Generated Plot (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically significant at level α? At the α = 0.05 level, we reject the null hypothesis and conclude the data are statistically significant. At the α = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant. At the α = 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant. At the α = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant. (e) State your conclusion in the context of the application. There is sufficient evidence at the 0.05 level to conclude that the true proportion of students with hypertension during final exams week is higher than 0.092. There is insufficient evidence at the 0.05 level to conclude that the true proportion of students with hypertension during final exams week is higher than 0.092.
In: Math
Crime concerns in China. A 2013 poll found that 24.2% of Chinese adults see crime as a very big problem, and the standard error for this estimate, which can reasonably be modeled using a normal distribution, is SE = 1.3%. Suppose an issue will get special attention from the Chinese government if more than 1-in-5 Chinese adults express concern on an issue.
1. Choose words from the dropdown choices to construct hypotheses regarding whether or not crime should receive special attention by the Chinese government according to the 1-in-5 guideline. Before making your choices consider the appropriateness of using a one-sided or two-sided test for this exercise. That is, for this decision process, would we care about one or both directions?
H0:H0: The proportion of adults in China who see crime as a very big problem is ? more than not more than different from not different from less than not less than ? 20% 24.2% 1.3% . The observed difference ? is is not due to chance.
HA:HA: The proportion of adults in China who see crime as a very big problem is ? more than not more than different from not different from less than not less than ? 20% 24.2% 1.3% . The observed difference ? is is not due to chance.
2. Calculate a z-score using the observed percentage and the two model parameters. Round to four decimal places. z =
3. Use the normal model to calculate a p-value. Round to four decimal places. p =
4. Based on your p-value, should crime receive special attention from the Chinese government?
? Yes No because we ? should should not reject the null hypothesis.
In: Math
Clint Barton is a self-employed consultant who runs his company, Hawkeye Solutions, out of a house that he owns that he does not live in. He uses the main floor for his work and rents out the second floor to a tenant. Since he uses a fair amount of computing in his work, he wants to make sure that he writes off a representative portion of the electrical bill for the house against the business. In the past, he estimated that 70% of the electricity in the house goes towards the business.
Since the Canada Revenue Agency might want to see documentation about his expenses, Barton wants to sample some of the power use to provide support for his case. Since the building has central heating and cooling, these electrical costs are shared evenly as utilities and Barton has already accounted for them separately.
Barton connected monitors to lines going to each floor for non-utility power. Because he has had disagreements about proper expenses in the past, he wants to provide strong evidence to the Canada Revenue Agency to support his claim that he uses 70% of the non-utility power for the business.
Design a test for Barton where he will record the values of the power going upstairs and to the main floor every day for a month (30 days). And answer the following questions (use complete sentences and exact equations where possible):
Barton does the test as you outline above. He finds over the course of the sample that the business used $320 of power and the upstairs used $80.
f) What is the value of the test statistic in this case?
g) What is the decision of the test in this case? Explain your reasoning.
h) What does this mean for Barton’s attempt to get sufficient documentation?
A month later, Barton does a test with a sample of 2 months (60 days). He finds over the course of the sample that the business used $720 of power and the upstairs used $180.
i) What is the value of the test statistic in this case?
j) What is the decision of the test in this case? Explain your reasoning.
k) What does this mean for Barton’s attempt to get sufficient documentation?
In: Math
t-test data,
Calculate the pooled variance for this dataset.
Group 1= 9.7, 9.5, 9.2, 8.5, 10.9, 9.8, 8.7, 9.8, 7.9, 9.0, 10.5, 8.9, 10.0, 8.9, 6.8, 8.2, 9.3, 10.5, 8.5, 9.4
Group 2= 8.1, 7.8, 7.6, 8.1, 9.9, 8.6, 8.8, 9.1, 10.4, 9.1, 6.9, 7.3, 6.7, 5.5, 9.6, 7.8, 8.7, 9.5, 7.8, 8.2
An ANOVA test was conducted in R with the numbers...
monkey group 1= 9.7, 9.2, 9.5, 9.5, 10.9, 9.8, 8.7, 7.9, 9.8, 9, 10.5, 8.9, 10, 8.9, 6.8, 9.3, 8.2, 8.5, 9.4, 10.5
Monkey group 2= 8.1, 7.8, 7.6, 9.9, 8.1, 9.1, 8.8, 10.4, 8.6, 6.9, 9.1, 6.7, 7.3, 7.8, 9.6, 8.7, 5.5, 9.5, 8.2, 7.8
What value in the ANOVA output would be identical to the pooled variance found from the t-test data?
In: Math
Show how to answer this in EXCEL ONLY, NO megastat or minitab, etc.. Please highlight what data tools or formulas were used.
A survey investigated the public’s attitude toward the federal deficit. Each sampled citizen was classified as to whether he or she felt the government should reduce the deficit or increase the deficit, or if the individual had no opinion. The sample results of the study by gender are reported to below.
Gender | Reduce the Deficit | Increase the Deficit | No Opinion |
Female | 224 | 194 | 68 |
Male | 305 | 114 | 25 |
At the .05 significance level, is it reasonable to conclude that gender is independent of a person’s position on the deficit?
In: Math
You are given the sample mean and the population standard deviation. Use this information to construct the 90% and 95% confidence intervals for the population mean. Interpret the results and compare the widths of the confidence intervals. If convenient, use technology to construct the confidence intervals.
A random sample of 60 home theater systems has a mean price of $111.00. Assume the population standard deviation is $16.20.
The 90% confidence interval is(--,--)
The 99% confidence interval is(--,--)
Which interval is wider?
In: Math
. You measure 36 textbooks' weights, and find they have a mean
weight of 30 ounces. Assume the population standard deviation is 10
ounces. Based on this, construct a 90% confidence interval for the
true population mean textbook weight.
Give your answers as decimals, to two places
Assume that a sample is used to estimate a population proportion p. Find the 80% confidence interval for a sample of size 155 with 138 successes. Enter your answer using decimals (not percents) accurate to three decimal places.
You measure 48 turtles' weights, and find they have a mean
weight of 57 ounces. Assume the population standard deviation is
13.8 ounces. Based on this, determine the point estimate and margin
of error for a 95% confidence interval for the true population mean
turtle weight.
Give your answers as decimals, to two places
In: Math
Ask Your Teacher Recent studies have shown that about 20% of American adults fit the medical definition of being obese. A large medical clinic would like to estimate what percentage of their patients are obese, so they take a random sample of 100 patients and find that 16 are obese. Suppose that in truth, the same percentage holds for the patients of the medical clinic as for the general population, 20%. If the clinic took repeated random samples of 100 observations and found the sample proportion who were obese, into what interval should those sample proportions fall about 95% of the time? (Round your answers to two decimal places. Between _____ and _____
In: Math
You wish to test the following claim at a significance level of
α=0.02
H0:μ=62.5
H1:μ>62.5
You believe the population is normally distributed, but you do not
know the standard deviation. You obtain a sample of size 64 with
mean 66.5 and a standard deviation of 12.7.
What is the test statistic for this sample? (Report answer accurate
to 3 decimal places.)
test statistic =
What is the p-value for this sample? (Report answer accurate to
4 decimal places.)
p-value =
In: Math
The number of men and women among professors in Math, Physics, Chemistry, Linguistics, and English departments from a SRS of small colleges were counted, and the results are shown in the table below.
Dept. Math Physics Chemistry Linguistics English
Men 16 . 36 12 10 14
Women 2 . 5 . 4 . 2 . 8
Test the claim that the gender of a professor is independent of the department. Use the significance level α=0.025
(a) The test statistic is χ2=
(b) The critical value is χ2=
(c) Is there sufficient evidence to warrant the rejection of the claim that the gender of a professor is independent of the department? A. No B. Yes
In: Math
In a sample of 169 trees, we found that a pear tree grow to average height of 32 feet and a sample standard deviation of 5 feet. The distribution is approximately normal. Find the 95% confidence interval for the mean population.
In: Math
For a sample of eight bears, researchers measured the distances around the bears' chests and weighed the bears. Minitab was used to find that the value of the linear correlation coefficient is r=0.931 Using alphaα=0.05, determine if there is a linear correlation between chest size and weight. What proportion of the variation in weight can be explained by the linear relationship between weight and chest size?
a. Is there a linear correlation between chest size and weight?
A.Yes, because the absolute value of r exceeds the critical value of 0.707
B.No, because the absolute value of r exceeds the critical value of 0.707.
C.Yes, because r falls between the critical values of −0.707 and 0.707.
D. The answer cannot be determined from the given information.
b. What proportion of the variation in weight can be explained by the linear relationship between weight and chest size?
In: Math
A company wants to build a plant but is considering the size. The table below shows their payoffs under different states of demand.
Demand | ||
Low (p=0.45) | High (p=0.55) | |
Small Plant | 500000 | 500000 |
Medium Plant | 200000 | 800000 |
Large Plant | -200000 | 1000000 |
They can hire a consultant who can conduct a survey to evaluate demand. The consultant will report to the company whether demand is strong or weak. The probabilities are 0.60 and 0.40 for strong and weak survey results respectively. The conditional probabilities for demand given survey results are as follow:
P(Low/Strong) = 0.35; P(High/Strong) = 0.65;
P(Low/Weak) = 0.70; P(High/Weak) = 0.30;
a) Draw the decision tree for this problem including with and without a survey.
b) What is the best decision without a survey?
c) What is the decision strategy when survey is conducted?
d) What is the EVPI?
e) What is the EVII
In: Math
A random variable X has density function f(x) = 4x ( 1 + x2)-3 for x > 0.
Determine the mode of X.
In: Math