Exam 8: Continuous Probability Distributions

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In the standard normal distribution, z0.05 = 1.645 means that 5% of all values of z are below 1.645 and 95% are above it.

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If the random variable X is exponentially distributed with parameter λ\lambda = 0.05, then the probability P(X < 5) = .2865.

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The value of an F distribution with v1 = 6 and v2 = 9 degrees of freedom such that the area to its right is 0.05 is 3.37.

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Stacy took a math test whose mean was 70 and standard deviation was 5. The total points possible was 100. Stacey's results were reported to be at the 95th percentile. What was Stacey's actual exam score, rounded to the nearest whole number?

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If your golf score is 3 standard deviations below the mean, its corresponding value on the Z distribution is -3.

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NARRBEGIN: Waiting Time Waiting Time The length of time patients must wait to see a doctor at an emergency room in a large hospital has a uniform distribution between 40 minutes and 3 hours.NARREND -{Waiting Time Narrative} What is the probability that a patient would have to wait no more than one hour?

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NARRBEGIN: Calculus Scores Calculus Scores Scores of high school students on a national calculus exam were normally distributed with a mean of 86 and a standard deviation of 4. (Total possible points = 100.) NARREND -{Calculus Scores Narrative} What is the probability that a randomly selected student will have a score of 94 or lower?

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NARRBEGIN: Phone Orders Phone Orders The L. L. Bean catalog department that receives the majority of its orders by telephone conducted a study to determine how long customers were willing to wait on hold before ordering a product. The length of time was found to be a random variable best approximated by an exponential distribution with a mean equal to 3 minutes.NARREND -{Phone Orders Narrative} What is the probability that a randomly selected caller is placed on hold for fewer than 6 minutes?

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Suppose f(x) = 0.25. What range of possible values can X take on and still have the density function be legitimate?

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Suppose you have a X2 distribution with 20 degrees of freedom. a.Find the mean. b.Find the variance. c.Find the standard deviation.

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For values of degrees of freedom greater than 100, the X2 distribution can be approximated by a(n) ____________________ distribution.

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NARRBEGIN: Waiting Time Waiting Time The length of time patients must wait to see a doctor at an emergency room in a large hospital has a uniform distribution between 40 minutes and 3 hours.NARREND -The time required to complete a particular assembly operation has a uniform distribution between 25 and 50 minutes. a.What is the probability density function for this uniform distribution? b.What is the probability that the assembly operation will require more than 40 minutes to complete? c.Suppose more time was allowed to complete the operation, and the values of X were extended to the range from 25 to 60 minutes. What would f(x) be in this case?

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NARRBEGIN: Phone Orders Phone Orders The L. L. Bean catalog department that receives the majority of its orders by telephone conducted a study to determine how long customers were willing to wait on hold before ordering a product. The length of time was found to be a random variable best approximated by an exponential distribution with a mean equal to 3 minutes.NARREND -{Phone Orders Narrative} What is the value of λ\lambda the parameter of the exponential distribution in this situation?

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NARRBEGIN: ElectronicsTest Electronics Test The time it takes a student to finish a electronics test has a uniform distribution between 50 and 70 minutes.NARREND -{Electronics Test Narrative} What is the mean amount of time it takes a student to finish the test?

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Suppose X has a normal distribution with mean 40 and standard deviation 2. Shifting all the X values to the right 10 units results in a normal distribution with mean ____________________ and standard deviation ____________________.

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NARRBEGIN: Repair Time Repair Time The time it takes a technician to fix a telephone problem is exponentially distributed with a mean of 15 minutes.NARREND -{Repair Time Narrative} What is the probability that it will take a technician less than 10 minutes to fix a telephone problem?

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The expected value of the Student t distribution is zero.

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If the mean of an exponential distribution is 2, then the value of the parameter λ\lambda is

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A larger standard deviation of a normal distribution indicates that the distribution becomes:

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The Student t distribution looks similar in shape to a standard normal distribution, except it is not as widely spread.

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