Exam 8: Continuous Probability Distributions

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If Z is a standard normal random variable, find the value z for which: a. the area to the left of 0.0336. b. the area to the right of z is 0.0075is 0.1292. c. the area to the left of z is 0.0.9909.

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Using the standard normal curve, the z-score representing the 90th percentile is 1.28.

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The time required to complete a particular assembly operation is uniformly distributed between 12 and 18 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 16 minutes to complete? c. Find the expected value and standard deviation for the assembly time.

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Given that Z is a standard normal random variable, the mean of Z is: A smaller than the median. B larger than the mode. C always equal to zero. D always smaller than zero.

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If Z is a standard normal random variable, then P(-2.28 \le Z \le -1.96 ) is: A. 0.0250. B. 0.0146. C. -0.0104. D. 0.0.0104.

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Suppose it is known that 60% of students at a particular university are smokers. A sample of 500 students from the university is selected at random. Approximate the probability that less than 280 of these students are smokers.

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Let X be a normally distributed random variable with a mean of 12 and a standard deviation of 1.5. What proportions of the values of X are: a. less than 14? b. more than 8? c. between 10 and 13?

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If X is a normal random variable with a mean of 45 and a standard deviation of 8, find the following probabilities: a. P(X \geq 50). b. P(X \leq 32). c. P(37 \leq X \leq 48). d. P(50 \leq X \leq 60). e. P(X = 45).

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If Z is a standard normal random variable, find the value z for which: a. P(0 \leq Z \leq z) = 0.35. b. P(-z \leq Z \leq z) = 0.142. c. P(-z \leq Z \leq 0) = 0.441.

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Let X be an exponential random variable with λ\lambda = 2.50. Find the following probabilities. a. P(X \geq 1.5). b. P(X \leq 1). c. P(0.25 \leq X \leq 0.78). d. P(X = 0.41).

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Which of the following distributions is considered the cornerstone distribution of statistical inference? A Binomial distribution. B Normal distribution. C Poisson distribution. D Uni form distribution.

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Find the value of µ, if X is a normal random variable, with standard deviation 2, and 2.5% of the values are below 1? A. -2.92 B. 1.96 C. 4.92 D. None of these choices are correct.

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A used car salesman in a small town states that, on the average, it takes him 5 days to sell a car. Assume that the probability distribution of the length of time between sales is exponentially distributed. a. What is the probability that he will have to wait at least 8 days before making another sale? b. What is the probability that he will have to wait between 6 and 10 days before making another sale?

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The time it takes a technician to fix a computer problem is exponentially distributed, with a mean of 15 minutes. a. What is the probability density function for the time it takes a technician to fix a computer problem? b. What is the probability that it will take a technician less than 10 minutes to fix a computer problem? c. What is the variance of the time it takes a technician to fix a computer problem? d. What is the probability that it will take a technician between 10 to 15 minutes to fix a computer problem?

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In the standard normal distribution, z0.05 = 1.645 means that there is a 5% chance that the standard normal random variable Z assumes a value above 1.645.

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If the random variable X is uniformly distributed over the interval 10 \leq x \leq 50, find the following probabilities. a. P(X \geq 30). b. P(X \leq 25). c. P(18 \leq X \leq 35). d. P(X = 40).

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The exponential distribution is suitable to model the length of time that elapses before the first telephone call is received by a switchboard.

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Given that X is a binomial random variable, the binomial probability P(X \le x) is approximated by the area under a normal curve to the left of: A. x. B. -x. C. x+0.5. D. x-0.5.

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