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Table of contents
- 1. Intro to Stats and Collecting Data1h 14m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically2h 5m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables3h 6m
- 6. Normal Distribution and Continuous Random Variables2h 11m
- 7. Sampling Distributions & Confidence Intervals: Mean3h 23m
- Sampling Distribution of the Sample Mean and Central Limit Theorem19m
- Distribution of Sample Mean - Excel23m
- Introduction to Confidence Intervals15m
- Confidence Intervals for Population Mean1h 18m
- Determining the Minimum Sample Size Required12m
- Finding Probabilities and T Critical Values - Excel28m
- Confidence Intervals for Population Means - Excel25m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 25m
- 9. Hypothesis Testing for One Sample3h 29m
- 10. Hypothesis Testing for Two Samples4h 50m
- Two Proportions1h 13m
- Two Proportions Hypothesis Test - Excel28m
- Two Means - Unknown, Unequal Variance1h 3m
- Two Means - Unknown Variances Hypothesis Test - Excel12m
- Two Means - Unknown, Equal Variance15m
- Two Means - Unknown, Equal Variances Hypothesis Test - Excel9m
- Two Means - Known Variance12m
- Two Means - Sigma Known Hypothesis Test - Excel21m
- Two Means - Matched Pairs (Dependent Samples)42m
- Matched Pairs Hypothesis Test - Excel12m
- 11. Correlation1h 24m
- 12. Regression1h 50m
- 13. Chi-Square Tests & Goodness of Fit2h 21m
- 14. ANOVA1h 57m
4. Probability
Counting
Problem 5.5.62c
Textbook Question
Selecting a Committee
Suppose that there are 55 Democrats and 45 Republicans in the U.S. Senate. A committee of seven senators is to be formed by selecting members of the Senate randomly.
c. What is the probability that the committee is composed of three Democrats and four Republicans?
Verified step by step guidance1
Identify the total number of senators, which is the sum of Democrats and Republicans: \$55 + 45 = 100$ senators.
Determine the total number of ways to select a committee of 7 senators from 100 senators. This is given by the combination formula: \(\binom{100}{7}\).
Calculate the number of ways to select exactly 3 Democrats from the 55 Democrats. This is \(\binom{55}{3}\).
Calculate the number of ways to select exactly 4 Republicans from the 45 Republicans. This is \(\binom{45}{4}\).
Use the multiplication rule to find the number of favorable committees by multiplying the two combinations: \(\binom{55}{3} \times \binom{45}{4}\). Then, find the probability by dividing this product by the total number of committees: \(\frac{\binom{55}{3} \times \binom{45}{4}}{\binom{100}{7}}\).
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Combinations
Combinations refer to the selection of items from a larger set where order does not matter. In this problem, we use combinations to count the number of ways to choose a specific number of Democrats and Republicans from their respective groups without regard to order.
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Probability of a Specific Event
The probability of a specific event is calculated by dividing the number of favorable outcomes by the total number of possible outcomes. Here, the favorable outcomes are committees with exactly three Democrats and four Republicans, and the total outcomes are all possible committees of seven senators.
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Probability of Multiple Independent Events
Multiplication Principle in Counting
The multiplication principle states that if one event can occur in m ways and another independent event can occur in n ways, then both events together can occur in m × n ways. Selecting Democrats and Republicans independently uses this principle to find the total favorable combinations.
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Fundamental Counting Principle
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