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Statistics: Homework

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Q1) For a standard normal​ distribution, determine the following probabilities. ​a)​ P(z>1.44) ​b)​ P(z>−0.53​) ​c)​ P(−1.77≤z−0.73​) ​d) P(−1.76≤z≤0.21​) Click here to view page 1 of the standard normal probability table. LOADING… Click here to view page 2 of the standard normal probability table. LOADING… ​a) P(z>1.44​)= ​(Round to four decimal places as​ needed.) ​ b)​ P(z> −0.53​)= ​(Round to four decimal places as​ needed.) ​c)​ P(−1.77≤ z ≤−0.73​)= ​(Round to four decimal places as​ needed.) ​ d) ​ P(−1.76≤z≤0.21​)= ​(Round to four decimal places as​ needed.) Q2) The average number of miles driven on a full tank of gas in a certain model car before its​ low-fuel light comes on is 309. Assume this mileage follows the normal distribution with a standard deviation of 41 miles. Complete parts a through d below. a. What is the probability​ that, before the​ low-fuel light comes​ on, the car will travel less than 340 miles on the next tank of​ gas? ​(Round to four decimal places as​ needed.) b. What is the probability​ that, before the​ low-fuel light comes​ on, the car will travel more than 256 miles on the next tank of​ gas? ​(Round to four decimal places as​ needed.) c. What is the probability​ that, before the​ low-fuel light comes​ on, the car will travel between 274 and 294 miles on the next tank of​ gas? ​(Round to four decimal places as​ needed.) d. What is the probability​ that, before the​ low-fuel light comes​ on, the car will travel exactly 284 miles on the next tank of​ gas? ​(Round to four decimal places as​ needed.) Q3) A credit score measures a​ person’s creditworthiness. Assume the average credit score for Americans is 685.Assume the scores are normally distributed with a standard deviation of 49. ​a) Determine the interval of credit scores that are one standard deviation around the mean. ​b) Determine the interval of credit scores that are two standard deviations around the mean. ​c) Determine the interval of credit scores that are three standard deviations around the mean. ​a) The interval of credit scores that are one standard deviation around the mean ranges from nothing to nothing. ​(Type integers or decimals. Use ascending​ order.) ​b) The interval of credit scores that are two standard deviations around the mean ranges from to . ​(Type integers or decimals. Use ascending​ order.) ​c) The interval of credit scores that are three standard deviations around the mean ranges from to . ​(Type integers or decimals. Use ascending​ order.) Q4) Assume the time required to pass through security at a particular airport follows the continuous uniform distribution with a minimum time of 8 minutes and maximum time of 34 minutes. Complete parts ​(a) through ​(f) below. ​a) Calculate the value of​ f(x). ​f(x)= ​(Type an integer or decimal rounded to three decimal places as​needed.) ​b) What are the mean and standard deviation for this​distribution? The mean of this distribution is ​(Type an integer or a​ decimal.) The standard deviation of this distribution is ​(Type an integer or decimal rounded to two decimal places as​needed.) ​c) What is the probability that the next passenger will require less than 27 minutes to pass through​ security? ​(Type an integer or decimal rounded to three decimal places as​needed.) ​d) What is the probability that the next passenger will require more than 21 minutes to pass through​ security? ​(Type an integer or decimal rounded to three decimal places as​needed.)​ e) What is the probability that the next passenger will require between 13 and 16 minutes to pass through​ security? ​(Type an integer or decimal rounded to three decimal places as​needed.) ​f) What time represents the 75th percentile of this​distribution? ​(Type an integer or a​ decimal.) Q5) For a population with a mean equal to 250 and a standard deviation equal to 35​, calculate the standard error of the mean for the following sample sizes. ​a) 20 ​b) 40 ​c) 60 ​a) The standard error of the mean for a sample size of 20 ​(Round to two decimal places as​ needed.) ​b) The standard error of the mean for a sample size of 40 ​(Round to two decimal places as​ needed.) ​c) The standard error of the mean for a sample size of 60 ​(Round to two decimal places as​ needed.) Q6) For a population with a proportion equal to 0.32​, calculate the standard error of the proportion for the following sample sizes. ​a) 35 ​b) 70 ​c) 105 ​a) σp= ​(Round to four decimal places as​ needed.) ​b) σp= ​(Round to four decimal places as​ needed.) ​c) σp = ​(Round to four decimal places as​ needed.) Q7) A national air traffic control system handled an average of 47,665 flights during 29 randomly selected days in a recent year. The standard deviation for this sample is 6,208 flights per day. Complete parts a through c below. a. Construct a 99​% confidence interval to estimate the average number of flights per day handled by the system. The 99​% confidence interval to estimate the average number of flights per day handled by the system is from a lower limit of nothing to an upper limit of nothing. ​(Round to the nearest whole​ numbers.) b. Suppose an airline company claimed that the national air traffic control system handles an average of​ 50,000 flights per day. Do the results from this sample validate the airline​company’s claim? A.Since the 99​% confidence interval does not contain​ 50,000, it can be said with 99​% confidence that the sample validates the airline​ company’s claim. B.Since the 99​% confidence interval does not contain​ 50,000, it cannot be said with 99​% confidence that the sample validates the airline​ company’s claim. C.Since the 99​% confidence interval contains​ 50,000, it can be said with 99​% confidence that the sample validates the airline​company’s claim. D.Since the 99​% confidence interval contains​ 50,000, it cannot be said with 99​% confidence that the sample validates the airline​company’s claim. c. What assumptions need to be made about this​ population? A.Since the sample size is not greater than or equal to​ 30, one needs to assume that the population distribution is not very skewed to one side. B.Since the sample size is not greater than or equal to​ 30, one needs to assume that the population follows the normal probability distribution. C.Since the sample size is not greater than or equal to​ 30, one needs to assume that the population follows the​ Student’s t-distribution. D.Since the sample size is not greater than or equal to​ 30, one needs to assume that the population distribution is skewed to one side. a. The 95​% confidence interval has a lower limit of ​$ and an upper limit of $. ​(Round to the nearest cent as​ needed.) b. The margin of error is $ . ​ (Round to the nearest cent as​ needed.) Q8) A​ country’s tax collection agency reported that 86​% of individual tax returns were filed electronically in 2017. A random sample of 237 tax returns from 2018 was selected. From this​sample, 197 were filed electronically. Complete parts a through c. a. Construct a 95​% confidence interval to estimate the actual proportion of taxpayers who filed electronically in 2018. The confidence interval has a lower limit of nothing and an upper limit of nothing. ​(Round to three decimal places as​ needed.) b. What is the margin of error for this​ sample? The margin of error is nothing. ​(Round to three decimal places as​ needed.) c. Is there any evidence that this proportion has changed since 2017 based on this​ sample? This sample ▼ provides does not provide evidence that this proportion has changed since 2017​, since the ▼ Q10) Determine the sample size n needed to construct a 95​% confidence interval to estimate the population mean when σ=36 and the margin of error equals 6. N= Q11) Determine the sample size n needed to construct a 90​% confidence interval to estimate the population proportion when p=0.39 and the margin of error equals 8​%.

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