4 Introduction to Probability, Statisticsand Data HandlingCentral Limit TheoremTutorial 6Discussion:Suppose X is a random variable with a distribution that may be known or unknown (it can be any distri-bution). X represents the population. We denote u as the mean of X and o as the standard deviation of X.Suppose that you draw random samples of size n and calculate the mean values of your sample. Name they asK, so you have n values of i, which are sample means and X is also a random variable.If n increases the random variable X tends to be normally distributed with a mean value a and standarddeviation o = -N(H.) It means that if you draw random sample of size n, the distribution odsample means has the normal distribution with the same mean as the population and a variance that is equal thepopulation variance divided by the sample size n.The standard variable Z is than defined as: Z = z - N(0,1)1. An unknown distribution has a mean of 90 and a standard deviation of 15. Samples of size n= 25are drawn randomly from the population.a) Find the probability that the sample mean is between 85 and 92.b) Find the value that is two standard deviations above the expected value of the sample mean.2. Cans of a cola beverage claim to contain 16 ounces. The amounts in a sample are measured andthe statistics are n= 34, 8 = 16.01 ounces. If the cans are filled so that u= 16.00 ounces (as labelled)and o = 0.143 ounces, find the probability that a sample of 34 cans will have an average amountgreater than 16.01 ounces. Do the results suggest that cans are filled with an amount greater than16 ounces?3. An unknown distribution has a mean of 90 and a standard deviation of 15. A sample of size 80 isdrawn randomly from the population.a) Find the probability that the sum of the 80 values (or the total of the 80 values) is more than 7500,b) Find the sum that is 1.5 standard deviations above the mean of the sums.4. In a recent study, the mean age of tablet users is 35 years. Suppose the standard deviation is tenyears. The sample size is 39.a) What are the mean and standard deviation for the sum of the ages of tablet users? What is thedistribution?b) Find the probability that the sum of the ages is between 1,400 and 1,500 years.c) Find the 90th percentile for the sum of the 39 ages.5. A study involving stress is conducted among the students on a college campus. The stress scoresfollow a uniform distribution with the lowest stress score equal to one and the highest equal to five.Using a sample of 75 students, find:a) The probability that the mean stress score for the 75 students is less than two.b) The 90th percentile for the mean stress score for the 75 students.c)d) The 90th percentile for the total stress score for the 75 students.6. In a city, 46 percent of the population favour the well-known singer, Dawn Morgan, for mayor. Asimple random sample of 500 is taken. Using CLT, find the probability that at least 250 favourDawn Morgan for mayor.probability that the total of the 75 stress seores is less than 200.

Name: 4 Introduction to Probability, Statisticsand Data HandlingCentral Limi
Uploaded: 2024-03-20T07:06:41.000Z
Channel: Bartleby
Description: 4 Introduction to Probability, Statisticsand Data HandlingCentral Limit TheoremTutorial 6Discussion:Suppose X is a random variable with a distribution that may be known or unknown (it can be any distri-bution). X represents the population. We denote