Exam 5: Continuous Random Variables

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Suppose x is a random variable best described by a uniform probability distribution with c = 30 and d=50. Find P(30x34)d = 50 . \text { Find } P ( 30 \leq x \leq 34 )

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If a data set is normally distributed, what is the proportion of measurements you would expect to fall within μ±σ\mu \pm \sigma ?

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After a particular heavy snowstorm, the depth of snow reported in a mountain village followed a uniform distribution over the interval from 15 to 22 inches of snow. Find the probability that a Randomly selected location in this village had between 17 and 18 inches of snow. Round to the Nearest ten-thousandth.

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Suppose x is a random variable best described by a uniform probability distribution with c = 2 and d = 4. Find the value of a that makes the following probability statement true: P(xa)=0.75\mathrm { P } ( \mathrm { x } \geq \mathrm { a } ) = 0.75

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You are performing a study about the weight of preschoolers. A previous study found the weights to be normally distributed with a mean of 30 pounds and a standard deviation of 4 pounds. You randomly sample 30 preschool children and find their weights (in pounds) to be as follows. 25 25 26 26.5 27 27 27.5 28 28 28.5 29 29 30 30 30.5 31 31 32 32.5 32.5 33 33 34 34.5 35 35 37 37 38 38 Draw a histogram to display the data. Is it reasonable to assume that the weights are normally distributed? Why?

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Data has been collected and a normal probability plot for one of the variables is shown below. Based on your knowledge of normal probability plots, do you believe the variable in question is Normally distributed? The data are represented by theʺoʺ symbols in the plot. Data has been collected and a normal probability plot for one of the variables is shown below. Based on your knowledge of normal probability plots, do you believe the variable in question is Normally distributed? The data are represented by theʺoʺ symbols in the plot.

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Suppose that the random variable xx has an exponential distribution with θ=1.5\theta = 1.5 . Find the probability that xx will assume a value within the interval μ±2σ\mu \pm 2 \sigma .

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A machine is set to pump cleanser into a process at the rate of 8 gallons per minute. Upon inspection, it is learned that the machine actually pumps cleanser at a rate described by the Uniform distribution over the interval 7.5 to 10.5 gallons per minute. Find the probability that Between 8.0 gallons and 9.0 gallons are pumped during a randomly selected minute.

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A physical fitness association is including the mile run in its secondary-school fitness test. The time for this event for boys in secondary school is known to possess a normal distribution with a Mean of 460 seconds and a standard deviation of 50 seconds. The fitness association wants to Recognize the fastest 10% of the boys with certificates of recognition. What time would the boys Need to beat in order to earn a certificate of recognition from the fitness association?

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Before a new phone system was installed, the amount a company spent on personal calls followed a normal distribution with an average of $700 per month and a standard deviation of $50 per Month. Refer to such expenses as PCEʹs (personal call expenses). Find the probability that a Randomly selected month had PCEʹs below $550.

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Before a new phone system was installed, the amount a company spent on personal calls followed a normal distribution with an average of $900 per month and a standard deviation of $50 per Month. Refer to such expenses as PCEʹs (personal call expenses). Find the point in the distribution Below which 2.5% of the PCEʹs fell.

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The tread life of a particular brand of tire is a random variable best described by a normal distribution with a mean of 60,000 miles and a standard deviation of 2100 miles. What is the Probability a particular tire of this brand will last longer than 57,900 miles?

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After a particular heavy snowstorm, the depth of snow reported in a mountain village followed a uniform distribution over the interval from 15 to 22 inches of snow. Find the standard deviation of The snowfall amounts.

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The mean of the standard normal distribution is 1 and the standard deviation is 0.

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The time (in years)until the first critical-part failure for a certain car is exponentially distributed with a mean of 3.4 years. Find the probability that the time until the first critical-part failure is 5 Years or more.

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Suppose x is a uniform random variable with c = 20 and d = 80. Find the standard deviation of x.

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The amount of soda a dispensing machine pours into a 12-ounce can of soda follows a normal distribution with a standard deviation of 0.20 ounce. Every can that has more than 12.50 ounces of Soda poured into it causes a spill and the can must go through a special cleaning process before it Can be sold. What is the mean amount of soda the machine should dispense if the company wants To limit the percentage that must be cleaned because of spillage to 3%?

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The rate of return for an investment can be described by a normal distribution with mean 42% and standard deviation 3%. What is the probability that the rate of return for the investment will be at least 37.5%?

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