In Exercises 9–16, use the Poisson distribution to find the indicated probabilities.

Radioactive Decay Radioactive atoms are unstable because they have too much energy. When they release their extra energy, they are said to decay. When studying cesium-137, a nuclear engineer found that over 365 days, 1,000,000 radioactive atoms decayed to 977,287 radioactive atoms; therefore 22,713 atoms decayed during 365 days.

a. Find the mean number of radioactive atoms that decayed in a day.

b. Find the probability that on a given day, exactly 50 radioactive atoms decayed.

Short Answer

Expert verified

a. The mean number of atoms that decayed per day is equal to 62.2.

b. The probability that exactly 50 atoms get decayed in a day is equal to 0.0156.

Step by step solution

01

Given information

The total number of atoms that decayed in a year is equal to 22713.

02

Mean

a.

The total number of atoms that decayed in the year is given to be equal to 22713.

The total number of days in the year is equal to 365.

The mean number of atoms that decayed per day is equal to:

\(\begin{aligned}{c}\mu = \frac{{{\rm{Number}}\;{\rm{of}}\;{\rm{atoms}}\;{\rm{decayed}}\;{\rm{in}}\;{\rm{the}}\;{\rm{year}}}}{{{\rm{Number}}\;{\rm{of}}\;{\rm{days}}\;{\rm{in}}\;{\rm{a}}\;{\rm{year}}}}\\ = \frac{{22713}}{{365}}\\ = 62.2\end{aligned}\)

The mean number of atoms decayed per day is equal to 62.2.

03

Probability

b.

Let X be the number of atoms that decayed per day.

Here, X follow a Poisson distribution with mean equal to\({\kern 1pt} \mu = 62.2\).

The probability that exactly 50 atoms get decayed in a day is computed below:

\(\begin{aligned}{c}P\left( x \right) = \frac{{{\mu ^x}{e^{ - \mu }}}}{{x!}}\\P\left( {50} \right) = \frac{{{{\left( {62.2} \right)}^{50}}{{\left( {2.71828} \right)}^{ - 62.2}}}}{{50!}}\\ = 0.0156\end{aligned}\]

Therefore, the probability that exactly 50 atoms get decayed in a day is equal to 0.0156.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with Vaia!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

Expected Value for Life Insurance There is a 0.9986 probability that a randomly selected 30-year-old male lives through the year (based on data from the U.S. Department of Health and Human Services). A Fidelity life insurance company charges \(161 for insuring that the male will live through the year. If the male does not survive the year, the policy pays out \)100,000 as a death benefit.

a. From the perspective of the 30-year-old male, what are the monetary values corresponding to the two events of surviving the year and not surviving?

b. If a 30-year-old male purchases the policy, what is his expected value?

c. Can the insurance company expect to make a profit from many such policies? Why?

In Exercises 6–10, use the following: Five American Airlines flights are randomly selected, and the table in the margin lists the probabilities for the number that arrive on time (based on data from the Department of Transportation). Assume that five flights are randomly selected.

Does the table describe a probability distribution?

x

P(x)

0

0+

1

0.006

2

0.051

3

0.205

4

0.409

5

0.328

Identifying Binomial Distributions. In Exercises 5–12, determine whether the given procedure results in a binomial distribution (or a distribution that can be treated as binomial). For those that are not binomial, identify at least one requirement that is not satisfied.

Surveying Senators The Senate members of the 113th Congress include 80 males and 20 females. Forty different senators are randomly selected without replacement, and the gender of each selected senator is recorded.

Notation Assume that we want to find the probability that when five consumers are randomly selected, exactly two of them are comfortable with delivery by drones. Also assume that 42% of consumers are comfortable with the drones (based on a Pitney Bowes survey). Identify the values of n, x, p, and q.

Binomial Probability Formula. In Exercises 13 and 14, answer the questions designed to help understand the rationale for the binomial probability formula.

News Source Based on data from a Harris Interactive survey, 40% of adults say that they prefer to get their news online. Four adults are randomly selected.

a. Use the multiplication rule to find the probability that the first three prefer to get their news online and the fourth prefers a different source. That is, find P(OOOD), where O denotes a preference for online news and D denotes a preference for a news source different from online.

b. Beginning with OOOD, make a complete list of the different possible arrangements of those four letters, then find the probability for each entry in the list.

c. Based on the preceding results, what is the probability of getting exactly three adults who prefer to get their news online and one adult who prefers a different news source.

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.

Sign-up for free