Exam 16: Decision Analysis
Exam 1: Business Analytics48 Questions
Exam 2: Analytics on Spreadsheets40 Questions
Exam 3: Visualizing and Exploring Data50 Questions
Exam 4: Descriptive Statistical Measures75 Questions
Exam 5: Probability Distributions and Data Modeling30 Questions
Exam 6: Sampling and Estimation53 Questions
Exam 7: Statistical Inference37 Questions
Exam 8: Trendlines and Regression Analysis58 Questions
Exam 9: Forecasting Techniques43 Questions
Exam 10: Introduction to Data Mining53 Questions
Exam 11: Spreadsheet Modeling and Analysis67 Questions
Exam 12: Monte Carlo Simulation and Risk Analysis50 Questions
Exam 13: Linear Optimization50 Questions
Exam 14: Applications of Linear Optimization49 Questions
Exam 15: Integer Optimization50 Questions
Exam 16: Decision Analysis50 Questions
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Describe the major tools and criteria for decision making. Use the information below to answer the following question(s). The payoff table given below lists four mortgage options: Outcome Probability Decision Rates Rise Rates Stable Rates Fall 1-year ARM \ 66,645 \ 43,650 \ 38,560 3-year ARM \ 62,857 \ 47,698 \ 42,726 5-year ARM \ 55,895 \ 50,894 \ 48,134 30-year fixed \ 52,276 \ 52,276 \ 52,276 The probability of rates rising is 0.6, rates stable is 0.3, and rates falling is 0.1.
-Which of the following decisions has the largest expected payoff?
(Multiple Choice)
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Use the information below to answer the following question(s). Below are four options for an investment decision. Decision/Event Rates Rise Rates Stable Rates Fall Bank CD 0.80 0.80 0.80 Bond fund -0.75 0.86 1.50 Index fund 0.00 0.90 1.20 Growth fund -0.30 0.70 1.40
-If the payoff is $2200 and R is equal to $500, what is the utility function?
(Multiple Choice)
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Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug.
Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of
$200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of -
$550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1.
-What is the value of mean obtained from the simulation results? [Hint: Choose the approximate value.]
![Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug. Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of $200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of - $550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1. -What is the value of mean obtained from the simulation results? [Hint: Choose the approximate value.]](https://storage.examlex.com/TB3612/11eb1424_65a1_4ca4_8021_63fb5c8ccbee_TB3612_00.jpg)
![Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug. Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of $200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of - $550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1. -What is the value of mean obtained from the simulation results? [Hint: Choose the approximate value.]](https://storage.examlex.com/TB3612/11eb1424_65a1_4ca5_8021_2fdaad2f35da_TB3612_00.jpg)
(Multiple Choice)
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Use the information below to answer the following question(s)
Misty Inc. launches a new range of perfumes for men and women. The probability of high consumer demand for the product is 0.6 and low consumer demand is 0.4. The probability of a favorable survey response given high consumer demand is 0.9 and the probability of a favorable survey response given low consumer demand is 0.2.
-A children's welfare fundraiser involves selling one thousand $70 tickets to win a $20,000 grand prize. If the probability of winning is only 0.005, what is the expected payoff?
(Multiple Choice)
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Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug.
Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of
$200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of -
$550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1.
-What is the mean absolute deviation obtained from the simulation results? [Hint: Choose the approximate value.]
![Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug. Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of $200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of - $550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1. -What is the mean absolute deviation obtained from the simulation results? [Hint: Choose the approximate value.]](https://storage.examlex.com/TB3612/11eb1424_65a1_4ca4_8021_63fb5c8ccbee_TB3612_00.jpg)
![Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug. Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of $200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of - $550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1. -What is the mean absolute deviation obtained from the simulation results? [Hint: Choose the approximate value.]](https://storage.examlex.com/TB3612/11eb1424_65a1_4ca5_8021_2fdaad2f35da_TB3612_00.jpg)
(Multiple Choice)
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Compute the expected value of perfect information.
Use the below information to answer the following question(s). Below is a payoff table with three mortgage options: Outcome Probability Decision Rates Rise Rates Stable Rates Fall 1-year ARM \ 66,645 \ 43,650 \ 38,560 3-year ARM \ 62,857 \ 47,698 \ 42,726 30-year fixed \ 52,276 \ 52,276 \ 52,276
-What is the expected opportunity loss for the 30-year fixed decision?
(Multiple Choice)
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Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug.
Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of
$200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of -
$550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1.
-What is the coefficient of variation obtained from the simulation results? [Hint: Choose the approximate value.]
![Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug. Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of $200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of - $550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1. -What is the coefficient of variation obtained from the simulation results? [Hint: Choose the approximate value.]](https://storage.examlex.com/TB3612/11eb1424_65a1_4ca4_8021_63fb5c8ccbee_TB3612_00.jpg)
![Use the information below to answer the following question(s). Below is a decision tree illustrating the R&D process for a new drug. Let us assume that if market is large, payoff is lognormally distributed with a mean of $4,900 million and a standard deviation of $1,000 million; if market is medium, payoff is lognormally distributed with a mean of $2,500 million and a standard deviation of $500 million; and if market is small, payoff is normally distributed with a mean of $1,800 million and standard deviation of $200 million. Let us also assume that the cost of clinical trials is uncertain and estimates are modeled with a triangular distribution with a minimum of -$700 million, a most likely value of - $550 million, and a maximum of -$500 million. Use 10,000 trials and a random seed of 1. -What is the coefficient of variation obtained from the simulation results? [Hint: Choose the approximate value.]](https://storage.examlex.com/TB3612/11eb1424_65a1_4ca5_8021_2fdaad2f35da_TB3612_00.jpg)
(Multiple Choice)
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Describe the major tools and criteria for decision making. Use the information below to answer the following question(s). Below is a payoff table that lists four mortgage options: Outcome Decision Rates Rise Rates Stable Rates Fall 1-year ARM \ 66,645 \ 43,650 \ 38,560 3-year ARM \ 62,857 \ 47,698 \ 42,726 5-year ARM \ 55,895 \ 50,894 \ 48,134 30-year fixed \ 52,276 \ 52,276 \ 52,276
-What is the average payoff for the 3-year ARM?
(Multiple Choice)
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Describe the major tools and criteria for decision making. Use the information below to answer the following question(s). The payoff table given below lists four mortgage options: Outcome Probability Decision Rates Rise Rates Stable Rates Fall 1-year ARM \ 66,645 \ 43,650 \ 38,560 3-year ARM \ 62,857 \ 47,698 \ 42,726 5-year ARM \ 55,895 \ 50,894 \ 48,134 30-year fixed \ 52,276 \ 52,276 \ 52,276 The probability of rates rising is 0.6, rates stable is 0.3, and rates falling is 0.1.
-What is the expected payoff for the 1-year ARM?
(Multiple Choice)
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