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probability, standard deviation etc.
Typology: Exercises
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BUS 273 - Problem Sheet # 9 Q1. At the beginning of winter, a homeowner estimates that the probability is 0.4 that his total heating bill for the three winter months will be less than $380. He also estimates that the probability is 0.6 that the total bill will be less than $460. a. What is the probability that the total bill will be between $380 and $460? b. Given no further information, what can be said about the probability that the total bill will be less than $400? Q2. An investment portfolio contains stocks of a large number of corporations. Over the last year the rates of return on these corporate stocks followed a normal distribution with mean 12.2% and standard deviation 7.2%. a. For what proportion of these corporations was the rate of return higher than 20%? b. For what proportion of these corporations was the rate of return between 5% and 15%? Q3. It is estimated that the time that a well-known rock band, the Living Ingrates, spends on stage at its concerts follows a normal distribution with a mean of 200 minutes and a standard deviation of 20 minutes. a. What proportion of concerts played by this band lasts between 180 and 200 minutes? b. An audience member smuggles a tape recorder into a Living Ingrates concert. The reel-to-reel tapes have a capacity of 245 minutes. What is the probability that this capacity will be insufficient to record the entire concert? c. If the standard deviation of concert time was only 15 minutes, state, without doing the calculations, whether the probability that a concert would last more than 245 minutes would be larger than, smaller than, or the same as that found in part (b). Sketch a graph to illustrate your answer. d. The probability is 0.1 that a Living Ingrates concert will last less than how many minutes? (Assume, as originally, that the population standard deviation is 20 minutes.) Q4. According to Business Week, Maternity Chic, a purveyor of designer maternity wear, sells dresses and pants priced around $150 each for an average total sale of $1,200. The total sale has a normal distribution with a standard deviation of $350. a. Calculate the probability that a randomly selected customer will have a total sale of more than $1,500. b. Compute the probability that the total sale will be within 2 standard deviations of the mean total sales. c. Determine the median total sale.
Q5. Bowser Bites Industries (BBI) sells large bags of dog food to warehouse clubs. BBI uses an automatic filling process to fill the bags. Weights of the filled bags are approximately normally distributed with a mean of 50 kilograms and a standard deviation of 1.25 kilograms. a. What is the probability that a filled bag will weigh less than 49.5 kilograms? b. What is the probability that a randomly sampled filled bag will weigh between 48. and 51 kilograms? c. What is the minimum weight a bag of dog food could be and remain in the top 15% of all bags filled? d. BBI is unable to adjust the mean of the filling process. However, it is able to adjust the standard deviation of the filling process. What would the standard deviation need to be so that no more than 2% of all filled bags weight more than 52 kilograms?