Conservation About 74% of the residents in a town say that they are making an effort to conserve water or electricity. One hundred ten residents are randomly selected. What is the probability that the sample proportion making an effort to conserve water or electricity is greater than 80%? Interpret your result.
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
8. Sampling Distributions & Confidence Intervals: Proportion
Sampling Distribution of Sample Proportion
Problem 8.2.1
Textbook Question
In a town of 500 households, 220 have a dog. The population proportion of dog owners in this town (expressed as a decimal) is p = __________.
Verified step by step guidance1
Identify the total number of households in the town, which is given as 500.
Identify the number of households that have a dog, which is given as 220.
Recall that the population proportion \( p \) is calculated as the ratio of the number of households with a dog to the total number of households.
Write the formula for the population proportion: \[ p = \frac{\text{number of households with a dog}}{\text{total number of households}} \]
Substitute the given values into the formula: \[ p = \frac{220}{500} \] and simplify the fraction to express \( p \) as a decimal.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Population Proportion
Population proportion refers to the fraction or percentage of the entire population that possesses a certain characteristic. It is calculated by dividing the number of individuals with the characteristic by the total population size. In this question, it represents the proportion of households owning a dog.
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Decimal Representation of Proportion
Proportions can be expressed as decimals by dividing the part by the whole. For example, if 220 out of 500 households have a dog, the decimal proportion is 220 ÷ 500 = 0.44. This decimal form is often used in statistical calculations and comparisons.
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Basic Division and Ratio
Understanding how to compute ratios and perform division is essential to find proportions. The ratio compares the part to the whole, and division converts this ratio into a decimal value, which quantifies the proportion in a standardized way.
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Introduction to Probability
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