5. Which event(s) in Exercise 4 can be considered unusual? Explain your reasoning.
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
Basic Concepts of Probability
Problem 5.1.26a
Textbook Question
Police Complaints The Chicago Tribune analyzed 17,713 complaints by citizens against Chicago police officers.
a. Of the 17,713 complaints against police officers, it was found that 7296 were accompanied by a signed affidavit, which is required by state law for the complaint against the officer to proceed. What is the probability that a randomly selected complaint is accompanied by a signed affidavit?
Verified step by step guidance1
Identify the total number of complaints, which is 17,713, and the number of complaints accompanied by a signed affidavit, which is 7,296.
Recall that the probability of an event is calculated by dividing the number of favorable outcomes by the total number of possible outcomes.
Set up the probability formula for the event "complaint accompanied by a signed affidavit" as: \(P = \frac{\text{Number of complaints with affidavit}}{\text{Total number of complaints}}\).
Substitute the given values into the formula: \(P = \frac{7296}{17713}\).
Interpret the result as the probability that a randomly selected complaint is accompanied by a signed affidavit.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Probability
Probability measures the likelihood of an event occurring, expressed as a number between 0 and 1. It is calculated by dividing the number of favorable outcomes by the total number of possible outcomes. In this question, the probability is the ratio of complaints with signed affidavits to the total complaints.
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Sample Space
The sample space is the set of all possible outcomes in a probability experiment. Here, the sample space consists of all 17,713 complaints filed against police officers. Understanding the sample space is essential to correctly calculate probabilities.
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Event
An event is a specific outcome or a set of outcomes within the sample space. In this problem, the event is selecting a complaint that includes a signed affidavit. Identifying the event helps focus the probability calculation on relevant data.
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