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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What is the standard deviation of the ending balance? What does the distribution look like now? What should Amanda infer from this?
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Correct Answer:
The standard deviation has dropped considerably,to about $370,000,and the distribution is not nearly as skewed.The reduction is expected value is clearly offset by an accompanying reduction in risk.
In warranty cost models,the key input random variable is product lifetime.
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True
A key objective in cash flow models is often to determine the amount of debt that must be taken out to maintain a minimum cash balance.
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True
A marketing simulation model can be used to determine the expected profit under uncertain customer loyalty,and then we can use an optimization model to determine the optimal amount to spend on increasing customer loyalty.
(True/False)
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Uncertain timing and the events that follow in process modeling can be modeled using IF statements.
(True/False)
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Which of the following is among the questions that financial analysts try to answer with simulation models?
(Multiple Choice)
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Which of the following distributions is most likely to be used to develop a simulation model for estimating the time until failure of a product in a simulation model?
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Bidding for contracts is an example of which of the following types of simulation model application?
(Multiple Choice)
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In financial simulation models,we are typically more interested in the expected NPV of a project than in the extremes of the outcomes.
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Which of the following are not among the marketing applications of simulation?
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RISKTARGET is a function that allows us to determine the cumulative probability of a particular value in an output distribution,such as the probability of meeting a due date in manufacturing.
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The two random variables we typically simulate as inputs in bidding models are?
(Multiple Choice)
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In a warranty cost modeling model,which of the following is a key input random variable?
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In marketing and sales models,the primary issue is the uncertain amount of sales that can be obtained,given an assumed timing.
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Given your answers to Questions 51 through 55,would you invest in this project?
Suppose that GM earns a $4000 profit each time a person buys a car.We want to determine how the expected profit earned from a customer depends on the quality of GM's cars.The customer is assumed to buy a new car every five years,for a total of 10 cars through her lifetime.The customer will keep buying GM cars so long as they are satisfied with them.The probability that the customer will be satisfied with her GM car is 80%.If she is not satisfied with her GM car,she will buy another brand (we'll call all other brands cumulatively "Toyota").The probability that she is satisfied with "Toyota" is 85%.
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In financial simulation models,the value at risk (VAR)is the 5th percentile of an output distribution,and it indicates nearly the worst possible outcome.
(True/False)
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Which of the following @RISK functions can be used to find the probability of a particular value in an output distribution?
(Multiple Choice)
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A @RISK output range allows us to obtain a summary chart that shows the entire simulated range at once.
(True/False)
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The amount of variability of a financial output caused by different inputs can be investigated using:
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