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Ch. 5 - Discrete Probability Distributions
Triola - Elementary Statistics 14th Edition
Triola14th EditionElementary StatisticsISBN: 9780137366446Not the one you use?Change textbook
Chapter 5, Problem 5.2.5

In Exercises 5–12, determine whether the given procedure results in a binomial distribution or a distribution that can be treated as binomial (by applying the 5% guideline for cumbersome calculations). For those that are not binomial and cannot be treated as binomial, identify at least one requirement that is not satisfied.


Pew Survey In a Pew Research Center survey of 3930 subjects, the ages of the respondents are recorded.

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Step 1: Recall the requirements for a binomial distribution. A binomial distribution requires: (1) a fixed number of trials, (2) each trial must result in one of two outcomes (success or failure), (3) the probability of success must remain constant for each trial, and (4) the trials must be independent.
Step 2: Analyze the given problem. The procedure involves recording the ages of 3930 survey respondents. Consider whether this satisfies the four requirements for a binomial distribution.
Step 3: Check if the procedure has a fixed number of trials. In this case, the number of trials is fixed at 3930 respondents, so this requirement is satisfied.
Step 4: Determine if there are only two possible outcomes for each trial. Since the procedure involves recording ages, which is a continuous variable, it does not result in only two outcomes (success or failure). This requirement is not satisfied.
Step 5: Conclude that the procedure does not result in a binomial distribution because it fails to meet the requirement of having only two possible outcomes for each trial. Additionally, the probability of success is not defined in this context.

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Key Concepts

Here are the essential concepts you must grasp in order to answer the question correctly.

Binomial Distribution

A binomial distribution is a probability distribution that describes the number of successes in a fixed number of independent Bernoulli trials, each with the same probability of success. It is characterized by two parameters: the number of trials (n) and the probability of success (p). For a distribution to be binomial, it must meet four criteria: a fixed number of trials, two possible outcomes (success or failure), independence of trials, and a constant probability of success.
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5% Guideline

The 5% guideline is a rule of thumb used in statistics to determine whether a sample can be treated as a binomial distribution when the sample size is large. It states that if the probability of success (p) is less than 0.05, the number of successes (np) and failures (n(1-p)) should both be greater than 5 to justify the binomial approximation. This guideline helps simplify calculations when dealing with large populations.

Requirements for Binomial Distribution

For a distribution to be classified as binomial, it must satisfy specific requirements: there must be a fixed number of trials, each trial must be independent, there must be only two possible outcomes, and the probability of success must remain constant across trials. If any of these conditions are not met, the distribution cannot be considered binomial, and identifying the specific requirement that fails is crucial for proper analysis.
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Related Practice
Textbook Question

Texting and Driving. In Exercises 21–26, refer to the accompanying table, which describes probabilities for groups of five drivers. The random variable x is the number of drivers in a group who say that they text while driving (based on data from an Arity survey of drivers).

Using Probabilities for Significant Events


a. Find the probability of getting exactly 3 drivers who say that they text while driving.


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Textbook Question

Stem Cell Survey In a Newsweek poll of 882 adults, 481 (or 55%) said that they were in favor of using federal tax money to fund medical research using stem cells obtained from human embryos. A politician claims that people don’t really understand the stem cell issue and their responses to such questions are random responses equivalent to a coin toss. Use the following probabilities related to determining whether the result of 481 is significantly high (assuming the true rate is 50%). Is 481 significantly high? What should be concluded about the politician’s claim? Explain.


P(respondent says to use the federal tax money) = 0.5

P(among 882, exactly 481 says to use federal tax money) = 0.000713

P(among 882,481 or more say to use federal tax money) = 0.00389

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Textbook Question

40% of consumers believe that cash will be obsolete in the next 20 years (based on a survey by J.P. Morgan Chase). In each of Exercises 15–20, assume that 8 consumers are randomly selected. Find the indicated probability.


Find the probability that exactly 6 of the selected consumers believe that cash will be obsolete in the next 20 years.

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Textbook Question

For the distribution described in Exercise 1, find the probability of exactly 2 arrivals in one thousandth of a minute.

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Textbook Question

Internet Traffic Data Set 27 “Internet Traffic” includes 9000 arrivals of Internet traffic at the Digital Equipment Corporation, and those 9000 arrivals occurred over a period of 19,130 thousandths of a minute. Let the random variable x represent the number of such Internet traffic arrivals in one thousandth of a minute. It appears that these Internet arrivals have a Poisson distribution. If we want to use Formula 5-9 to find the probability of exactly 2 arrivals in one thousandth of a minute, what are the values of μ, x, and e that would be used in that formula?

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Textbook Question

In Exercises 5–12, determine whether the given procedure results in a binomial distribution or a distribution that can be treated as binomial (by applying the 5% guideline for cumbersome calculations). For those that are not binomial and cannot be treated as binomial, identify at least one requirement that is not satisfied.


In a Pew Research Center survey, 3930 subjects were asked if they have ever fired a gun, and the responses consist of “yes” or “no.”

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