Exam 16: Simulation Models
Exam 1: Introduction to Data Analysis and Decision Making30 Questions
Exam 2: Describing the Distribution of a Single Variable66 Questions
Exam 3: Finding Relationships Among Variables46 Questions
Exam 4: Probability and Probability Distributions56 Questions
Exam 5: Normal, Binomial, Poisson, and Exponential Distributions56 Questions
Exam 6: Decision Making Under Uncertainty54 Questions
Exam 7: Sampling and Sampling Distributions77 Questions
Exam 8: Confidence Interval Estimation53 Questions
Exam 9: Hypothesis Testing63 Questions
Exam 10: Regression Analysis: Estimating Relationships79 Questions
Exam 11: Regression Analysis: Statistical Inference69 Questions
Exam 12: Time Series Analysis and Forecasting75 Questions
Exam 13: Introduction to Optimization Modeling70 Questions
Exam 14: Optimization Models63 Questions
Exam 15: Introduction to Simulation Modeling64 Questions
Exam 16: Simulation Models56 Questions
Exam 17: Data Mining18 Questions
Exam 18: Importing Data Into Excel18 Questions
Exam 19: Analysis of Variance and Experimental Design19 Questions
Exam 20: Statistical Process Control19 Questions
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In bidding models,the simulation input variable is the number of competitors who will bid.
(True/False)
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Which of the following functions is not appropriate in cases where we run a single simulation?
(Multiple Choice)
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A tornado chart lets us see which random input has the most effect on a specified output in a financial model.
(True/False)
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Suppose we compare the difference between the NPV of a financial model in which the means are entered for all input random variables and the NPV of a financial model in which the most likely values are entered for all input random variables.If we see a large difference between the NPV's,this illustrates:
(Multiple Choice)
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Does the answer to Question 72 match your intuition? Explain why or why not.
In this example we are estimating the net present value of introducing a new drug to market.We have the following information about the market:
· The market size is 1,000,000 and is projected to grow at an average 5%,with a standard deviation of 1%,over the next ten years.
· The market share captured at entry is projected to be between 20% and 70%,with most likely value 40%.
· Three competitors may enter the market in the future,with each one having a 40% probability of entry per year.
· For each new competitor per year,the market share goes down by 20%.
· The marginal profit per unit is $1.80.
· We want to evaluate the project over ten years,using a discount rate of 10%.
(Essay)
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We can use the RISKSIMTABLE function to summarize the results of a single simulation of product lifetime.
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The primary objective in simulation models of bidding for contracts is to determine the optimal bid.
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Which of the following is not among the financial applications where simulation can be applied?
(Multiple Choice)
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Develop an @Risk model to estimate the NPV given an assumed capacity.What are the variable inputs and outputs?
(Essay)
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In marketing models of customer loyalty,we are typically interested in modeling the rate of customer retention,called churn.
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We can use Excel's RAND function inside an IF function to simulate whether some event occurs or does not occur.
(True/False)
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In investment models,a useful approach for generating future returns and inflation factors from historical data is:
(Multiple Choice)
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In a manufacturing setting,a discrete distribution is natural for modeling the number of days to produce a batch,and a continuous distribution is appropriate for modeling the yield from a batch.
(True/False)
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In cash flow models,we are typically interested in investigating:
(Multiple Choice)
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Cash balance models are an example of which of the following types of simulation application?
(Multiple Choice)
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In a manufacturing model,we might simulate the number of days to produce a batch and the yield from each batch.The number of days would typically be a ___________ distribution and the yield would be a ___________ distribution.
(Multiple Choice)
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Simulation applications involving games of chance are primarily for learning the background of simulation (e.g. ,modeling gambling casinos of Monte Carlo),since they are not business applications per se.
(True/False)
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Customer loyalty models are an example of which of the following types of simulation application?
(Multiple Choice)
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Which of the following functions is not an @RISK statistical function?
(Multiple Choice)
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A common distribution for modeling product lifetimes is the binomial distribution
(True/False)
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