Textbook Question
31. Experiment A researcher is randomly selecting a treatment group of 10 human subjects from a group of 20 people taking part in an experiment. In how many different ways can the treatment group be selected?
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Ch. 3 - Probability
Larson8th EditionElementary Statistics: Picturing the WorldISBN: 9780137493470
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Table of contents
- Ch. 1 - Introduction to Statistics87
- Ch. 2 - Descriptive Statistics176
- Ch. 3 - Probability184
- Ch. 4 - Discrete Probability Distributions102
- Ch. 5 - Normal Probability Distributions183
- Ch. 6 - Confidence Intervals154
- Ch. 7 - Hypothesis Testing with One Sample165
- Ch. 8 - Hypothesis Testing with Two Samples134
- Ch. 9 - Correlation and Regression87
- Ch. 10 - Chi-Square Tests and the F-Distribution87
Larson8th EditionElementary Statistics: Picturing the WorldISBN: 9780137493470Not the one you use?Change textbook
Chapter 3, Problem 3.CR.14c
The table shows the results of a survey in which 3,545,286 public and 509,168 private school teachers were asked about their full-time teaching experience.
Are the events “being a public school teacher” and “having more than 20 years of full-time teaching experience” independent? Explain.
Verified step by step guidance1
Identify the two events: A = "being a public school teacher" and B = "having more than 20 years of full-time teaching experience."
Calculate the probability of event A, \(P(A)\), by dividing the total number of public school teachers by the total number of teachers surveyed: \(P(A) = \frac{3,545,286}{4,054,454}\).
Calculate the probability of event B, \(P(B)\), by dividing the total number of teachers with more than 20 years of experience by the total number of teachers surveyed: \(P(B) = \frac{936,268}{4,054,454}\).
Calculate the joint probability of both events occurring together, \(P(A \cap B)\), by dividing the number of public school teachers with more than 20 years of experience by the total number of teachers surveyed: \(P(A \cap B) = \frac{808,174}{4,054,454}\).
Check for independence by verifying if \(P(A \cap B) = P(A) \times P(B)\). If this equality holds, the events are independent; otherwise, they are dependent.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Independence of Events
Two events are independent if the occurrence of one does not affect the probability of the other. Mathematically, events A and B are independent if P(A ∩ B) = P(A) × P(B). In this context, we check if being a public school teacher and having more than 20 years of experience occur independently.
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Probability of Multiple Independent Events
Joint and Marginal Probabilities
Joint probability is the probability of two events happening together, while marginal probability is the probability of a single event regardless of the other. To test independence, we calculate the joint probability of both events and compare it to the product of their marginal probabilities.
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Using Contingency Tables for Probability
Contingency tables display frequencies of categorical variables and help calculate probabilities. By dividing counts by the total sample size, we find probabilities for each category and their combinations, which are essential for testing independence between variables.
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08:18Contingency Tables & Expected Frequencies
Related Practice
Textbook Question
In Exercises 15-18, determine whether the situation involves permutations, combinations, or neither. Explain your reasoning.
15. The number of ways 16 floats can line up in a row for a parade
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Textbook Question
Using a Frequency Distribution to Find Probabilities In Exercises 49-52, use the frequency distribution at the left, which shows the population of the United States by age group, to find the probability that a U.S. resident chosen at random is in the age range. (Source: U.S. Census Bureau)
49. 18 to 24 years old
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Textbook Question
4. Determine whether the events are mutually exclusive. Then determine whether the events are independent or dependent. Explain your reasoning.
Event A: A bowler having the highest game in a 40-game tournament
Event B: Losing the bowling tournament
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Textbook Question
The table shows the numbers (in thousands) of earned degrees by level in two different fields, conferred in the United States in a recent year. (Source: U.S. National Center for Education Statistics)
A person who earned a degree in the year is randomly selected. Find the probability that the degree earned by the person is a
a. bachelor's degree.
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Textbook Question
The table shows the numbers (in thousands) of earned degrees by level in two different fields, conferred in the United States in a recent year. (Source: U.S. National Center for Education Statistics)
A person who earned a degree in the year is randomly selected. Find the probability that the degree earned by the person is a
g. bachelor's degree and the degree is in natural sciences/mathematics.
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