Exam 8: Continuous Probability Distributions

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We distinguish between discrete and continuous random variables by noting whether the number of possible values is countable or uncountable.

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NARRBEGIN: Subway Waiting Time Subway Waiting Time At a subway station the waiting time for a subway is found to be uniformly distributed between 1 and 5 minutes.NARREND -{Subway Waiting Time Narrative} What is the probability density function for this uniform distribution?

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Which of the following is not true for an exponential distribution with parameter λ\lambda ?

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A(n) ____________________ random variable is one that assumes an uncountable number of possible values.

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A random variable X is standardized by subtracting the mean and dividing by the variance.

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Which of the following distributions can take on negative values?

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The Student t distribution with parameter v = 2 has a mean E(t) equal to:

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We standardize a random variable by subtracting its ____________________ and dividing by its ____________________.

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Given that Z is a standard normal variable, the variance of Z:

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As the ____________________ degrees of freedom increase, the mean of the F distribution approaches 1.

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Suppose X has a chi-squared distribution with 10 degrees of freedom. The mean of X is:

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NARRBEGIN: Diet Diet Researchers studying the effects of a new diet found that the weight loss over a one-month period by those on the diet was normally distributed with a mean of 10 pounds and a standard deviation of 5 pounds.NARREND -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 the random variable X is exponentially distributed, then the mean of X will be:

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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 variance of the time it takes a technician to fix a telephone problem?

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Which of the following does not represent a continuous uniform random variable?

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A continuous random variable X has a uniform distribution between 5 and 15 (inclusive), then the probability that X falls between 10 and 20 is 1.0.

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NARRBEGIN: Checking Accounts Checking Accounts A bank has determined that the monthly balances of the checking accounts of its customers are normally distributed with an average balance of $1,200 and a standard deviation of $250.NARREND -{Checking Accounts Narrative} What proportion of customers have monthly balances less than $1,000?

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NARRBEGIN: IT Graduates Salary IT Graduates Salary The recent average starting salary for new college graduates in IT systems is $47,500. Assume salaries are normally distributed with a standard deviation of $4,500.NARREND -{IT Graduates Salary Narrative} What is the cutoff for the bottom 5% of the salaries?

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For a continuous random variable, the probability for each individual value of X is ____________________.

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The y-intercept of the density function for an exponential distribution with parameter 10 is ____________________.

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