What method of assigning probabilities to a simple event uses relative frequencies?
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.R.30b
Textbook Question
Mark McGwire
During the 1998 Major League Baseball season, Mark McGwire of the St. Louis Cardinals hit 70 home runs. Out of these, 34 went to left field, 20 to left center, 13 to center field, 3 to right center, and 0 to right field. (Source: Miklasz, B., et al. Celebrating 70: Mark McGwire’s Historic Season, Sporting News Publishing Co., 1998, p. 179.)
b. What is the probability that a randomly chosen home run went to right field?
Verified step by step guidance1
Identify the total number of home runs hit by Mark McGwire, which is given as 70.
Determine the number of home runs that went to right field. According to the problem, this number is 0.
Recall that the probability of an event is calculated as the ratio of the number of favorable outcomes to the total number of possible outcomes. In this case, the favorable outcomes are home runs to right field.
Write the probability formula for a home run going to right field as: \(P(\text{right field}) = \frac{\text{Number of home runs to right field}}{\text{Total number of home runs}}\).
Substitute the values into the formula: \(P(\text{right field}) = \frac{0}{70}\), which represents the probability that a randomly chosen home run went to right field.
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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 of a home run going to right field is the ratio of home runs to right field over total home runs.
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Sample Space
The sample space is the set of all possible outcomes in an experiment. Here, the sample space consists of all 70 home runs hit by Mark McGwire during the season. Understanding the sample space is essential to correctly calculate probabilities.
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Sampling Distribution of Sample Proportion
Event
An event is a specific outcome or a set of outcomes from the sample space. In this problem, the event is a home run going to right field. Identifying the event helps isolate the favorable outcomes needed to compute the probability.
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Probability of Multiple Independent Events
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