Exam 4: Random Variables and Probability Distributions

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The number of children in a family can be modelled using a continuous random variable.

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P(1<x<0)=P(0<x<1) for any random variable x that is normally distributed. P ( - 1 < x < 0 ) = P ( 0 < x < 1 ) \text { for any random variable } x \text { that is normally distributed. }

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Use the standard normal distribution to find P(0<z<2.25)P ( 0 < z < 2.25 )

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Consider the given discrete probability distribution. x 1 2 3 4 5 p(x) .1 .2 .2 .3 .2 a. Find μ=E(x)\mu = E ( x ) . b. Find σ=E[(xμ)2]\sigma = \sqrt { E \left[ ( x - \mu ) ^ { 2 } \right] } . c. Find the probability that the value of xx falls within one standard deviation of the mean. Compare this result to the Empirical Rule.

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Given that xx is a hypergeometric random variable, compute p(x) for N=6,n=3,r=3, and x=1p ( x ) \text { for } N = 6 , n = 3 , r = 3 \text {, and } x = 1 \text {. }

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Consider the given discrete probability distribution. Find the probability that x equals 4. x 2 4 7 8 P(x) 0.24 ? 0.28 0.01

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 Compute (50)\text { Compute } \left( \begin{array} { l } 5 \\0\end{array} \right)

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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 PCE's (personal call expenses). Find the point in the distribution Below which 2.5% of the PCE's fell.

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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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The price of a gallon of milk follows a normal distribution with a mean of $3.20 and a standard deviation of $0.10. What proportion of the milk vendors had prices that were less than $3.075 per gallon?

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The hypergeometric random variable x counts the number of successes in the draw of 5 elements from a set of 12 elements containing 7 successes. The numbers 0, 1, 2, 3, 4, 5, 6, and 7 are all possible values of XX

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A paint machine dispenses dye into paint cans to create different shades of paint. The amount of dye dispensed into a can is known to have a normal distribution with a mean of 5 milliliters (ml) and a standard deviation of 0.4 ml. Answer the following questions based on this information. What proportion of the paint cans contain less than 5.54 ml of the dye?

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We believe that 95% of the population of all Business Statistics students consider statistics to be an exciting subject. Suppose we randomly and independently selected 21 students from the population. If the true percentage is really 95%, find the probability of observing 20 or more students who consider statistics to be an exciting subject. Round to six decimal places.

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Suppose a random variable xx is best described by a normal distribution with μ=60\mu = 60 and σ=5\sigma = 5 . Find the zz -score that corresponds to the value x=60x = 60 .

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A bank offers online banking to its customers free of charge. While online, customers can also sign up for additional services that the bank offers. Let xx be the number of customers who sign up for additional services online each day. Suppose the distribution of xx is approximated well by a Poisson distribution with mean λ=42.3\lambda = 42.3 . Find E(x)E ( x ) and interpret its value.

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It a recent study of college students indicated that 30% of all college students had at least one tattoo. A small private college decided to randomly and independently sample 15 of their students and ask if they have a tattoo. Find the standard deviation for this binomial random variable. Round to the nearest hundredth when necessary.

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Suppose x is a uniform random variable with c=20 and d=90. Find P(23<x<85)c = 20 \text { and } d = 90 . \text { Find } P ( 23 < x < 85 ) Round to the nearest hundredth when necessary.

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A discrete random variable x\mathrm { x } can assume five possible values: 2,3,5,8,102,3,5,8,10 . Its probability distribution is shown below. Find the probability for the value of x=5x = 5 . 2 3 5 8 10 () 0.10 0.20 ??? 0.30 0.10

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A bottle contains 16 ounces of water. The variable xx represents the volume, in ounces, of water remaining in the bottle after the first drink is taken. What are the natural bounds for the values of xx ? Is xx discrete or continuous? Explain.

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The number of traffic accidents that occur on a particular stretch of road during a month follows a Poisson distribution with a mean of 8.8. Find the probability that fewer than three accidents will occur next month on this stretch of road.

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