Exam 5: Probability: an Introduction to Modeling Uncertainty
Exam 1: Introduction49 Questions
Exam 2: Descriptive Statistics84 Questions
Exam 3: Data Visualization69 Questions
Exam 4: Descriptive Data Mining56 Questions
Exam 5: Probability: an Introduction to Modeling Uncertainty62 Questions
Exam 6: Statistical Inference62 Questions
Exam 7: Linear Regression71 Questions
Exam 8: Time Series Analysis and Forecasting58 Questions
Exam 9: Predictive Data Mining40 Questions
Exam 10: Spreadsheet Models64 Questions
Exam 11: Linear Optimization Models58 Questions
Exam 12: Integer Linear Optimization Models56 Questions
Exam 13: Nonlinear Optimization Models55 Questions
Exam 14: Monte Carlo Simulation59 Questions
Exam 15: Decision Analysis58 Questions
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A nickel and a dime are tossed. How many possible outcomes are in this event?
(Short Answer)
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Fast food restaurants pride themselves in being able to fill orders quickly. A study was done at a local fast food restaurant to determine how long it took customers to receive their order at the drive thru. It was discovered that the time it takes for orders to be filled is exponentially distributed with a mean of 1.5 minutes. What is the probability density function for the time it takes to fill an order? ??
(Multiple Choice)
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Given that P(A) = 0.3, P(A|B) = 0.4, and P(B) = 0.5, compute P(A ∩ B)
(Short Answer)
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James has two fair coins. When he flips them, what is the sample space?
(Short Answer)
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A bucket contains 2 red balls, 4 yellow balls, and 5 purple balls. One ball is taken from the bucket and then replaced. Another ball is taken from the bucket. What is the probability that the first ball is red and the second ball is purple?
(Short Answer)
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A health conscious student faithfully wears a device that tracks his steps. Suppose that the distribution of the number of steps he takes is normally distributed with a mean of 10,000 and a standard deviation of 1,500 steps. What percent of the time does he exceed 13,000 steps?
(Multiple Choice)
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The random variable X is known to be uniformly distributed between 2 and 12. Compute P(X > 10).
(Short Answer)
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Let X be a random variable with a Uniform distribution between 8 and 20. Find the probability that X is less than 10?
(Short Answer)
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You recently took a standardized test in which scores follow a normal distribution with a mean of 18 and a standard deviation of 3. You were told that your score is at the 75th percentile of this distribution. What is your score?
(Short Answer)
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A health conscious student faithfully wears a device that tracks his steps. Suppose that the distribution of the number of steps he takes is normally distributed with a mean of 10,000 and a standard deviation of 1,500 steps. One day he took 15,000 steps. What was his percentile on that day?
(Multiple Choice)
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Which of the following is not a characteristic of the normal probability distribution?
(Multiple Choice)
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Participants at the state fair were given 8 rings to toss. The number x of rings tossed onto a stick can be approximated by the probability distribution in the table. Use the probability distribution to find the mean and variance of the probability distribution.
x f(x) 0 0.010 1 0.030 2 0.070 3 0.070 4 0.100 5 0.210 6 0.320 7 0.130 8 0.060
(Essay)
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The newest model of smart car is supposed to get excellent gas mileage. A thorough study showed that gas mileage (measured in miles per gallon) is normally distributed with a mean of 75 miles per gallon and a standard deviation of 10 miles per gallon. What is the probability that, if driven normally, the car will get 100 miles per gallon or better?
(Multiple Choice)
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The contingency table below represents employees of a communications company classified by age and field of expertise. Fill in the missing entries.
Under - + Total Engineering 7,635 7,875 6,429 Business 13,195 Education 4,802 5,143 Liberal Arts 10,377 10,440 11,010 31,827 Total
(Essay)
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What type of distribution models the number of occurrences of an event over a specified interval of time or space?
(Short Answer)
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Reviews of call center representatives over the last 3 years showed that 10% of all call center representatives were rated as outstanding, 75% were rated as excellent/good, 10% percent were rated as satisfactory, and 5% were considered unsatisfactory. For a sample of 10 reps selected at random, what is the probability that two will be rated as unsatisfactory?
(Short Answer)
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The random variable X is known to be uniformly distributed between 2 and 12. Compute P(X = 3).
(Short Answer)
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