When n≥30 and the population standard deviation is unknown, what is the appropriate distribution? P R T O Z
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- The average time to run the 5K fun run is 22 minutes and the standard deviation is 2.7 minutes. 43 runners are randomly selected to run the 5K fun run. Round all answers to 4 decimal places where possible and assume a normal distribution. a. What is the distribution of X? X - N( b. What is the distribution of a? a- N( c. What is the distribution of ) x? x - N( С. d. If one randomly selected runner is timed, find the probability that this runner's time will be between 21.7824 and 22.2824 minutes. e. For the 43 runners, find the probability that their average time is between 21.7824 and 22.2824 minutes. f. Find the probability that the randomly selected 43 person team will have a total time less than 967.5. g. For part e) and f), is the assumption of normal necessary? ONo Yes h. The top 15% of all 43 person team relay races will compete in the championship round. These are the 15% lowest times. What is the longest total time that a relay team can have and still make it to the…This assignment is worth 1 points. The extra point will be added to your overall course grade. For example: if you receive an 88% in the course you can receive up to 1 point giving you a new score of 89%. The following rubric will be used. 0.25 point for drawing the normal distribution curve with the mean value labeled on the curve and the appropriate area shaded. 0.25 point for determining the value of the standard deviation of the sample mean. 0.5 point for finding the correct probability. All work must be shown in order to receive any credit. Please upload your completed assignment here. The length of time taken on the SAT for a group of students is normally distributed with a mean of 2.5 hours and a standard deviation of 0.25 hours. A sample size of n = 60 is drawn randomly from the population. Find the probability that the sample mean is between two hours and three hours.n a trial for the university athletics competition, one aims to estimate the mean chest size of the male athletes. A random sample of 70 male athletes gave rise to an average chest size of 42 inches with a standard deviation of 16 inches. What would be the distribution of the statistic that we need to estimate the mean chest size? a. It is a normal distribution with mean 42 inches and standard deviation 16 inches. b. it is a student's t distribution with degree of freedom 69. c. It is a student's t distribution with mean 42 inches and standard deviation 16 inches. d. it is a normal distribution with degree of freedom 69. 2.What is the standard error of the sample mean in problem 1? a. 1.91 b. 0.23 c. 17.5 d. 16 3. What would be the margin of error for a 95% confidence interval of the true chest size in problem 1? a. 0.46 b. 0.52 c. 3.82 d. 4.38
- For most distributions, we can use the normal distribution to make a confidence interval for a population mean provided that the population standard deviation o is known and the sample size is: O greater than 30. O less than 25. greater than 100. O greater than or equal to 30.10) A county is considering raising the speed limit on a road because they claim that the mean speed of vehicles is greater than 40 mi/hr. A random sample of 15 vehicles has a mean speed of 43 mil/hr and a standard deviation of 4.4 mi/hr. Assume that speeds follow a normal distribution. What statistical test should be used to test the claim? (pick one of the options) 1. t-test 2. 2.73 3. 15 4. 10.9 5. 14 6. z-test 7. 2.52 8. 2.64 Calculate the value of standardized test statistic. (pick one of the options) 1. t-test 2. 2.73 3. 15 4. 10.9 5. 14 6. z-test 7. 2.52 8. 2.64 What is the degree of the freedom for the distribution of the test statistics. (pick one of the options) 1. t-test 2. 2.73 3. 15 4. 10.9 5. 14 6. z-test 7. 2.52 8. 2.64For a sample, a score that is 12 points above the mean has a z-score of z = 1.20. What is the sample standard deviation?
- Suppose n =42 and p =0.34 Can we approximate p by a normal distribution? Np= Nq=The patient recovery time from a particular surgical procedure is normally distributed with a mean of 4 days and a standard deviation of 1.9 days. Let X be the recovery time for a randomly selected patient. Round all answers to 4 decimal places where possible. a. What is the distribution of X? X - N( 4 1.9 b. What is the median recovery time? days c. What is the Z-score for a patient that took 5.6 days to recover? d. What is the probability of spending more than 3.7 days in recovery? e. What is the probability of spending between 3.1 and 4.1 days in recovery? f. The 90th percentile for recovery times is days. Hint: Helpful videos: • Find a Probability 2 [+] Finding a Value Given a Probability 2 [+] Hint 2There are 100,000 particles m-3, and the particle diameters follow a normal distribution. The mean diameter is 0.1 µm, and the standard deviation is 0.02 µm. a. How many particles m-3 have diameters larger than 0.15 µm? b. How many particles m-3 have diameters between 0.14 µm and 0.15 µm?
- A population of values has a normal distribution with mean of 180.7 and standard deviation of 70.8. You intend to draw a random sample size of 16. What is the standard deviation of the distribution of sample means?A population forms a normal distribution with a meaning of 85 and a standard deviation of 24 compute the Z score for the sample mean M equals 914N equals 36 what is ZThe grade point average for ALL juniors at a large college has a standard deviation of 0.50. A random sample of 20 students is to be used to estimate the population mean grade point average. What condition do you need to verify prior to computing the probability of obtaining a sample mean within plus or minus 0.2 of the population mean?