Textbook Question
Eye Color Based on a study by Dr. P. Sorita at Indiana University, assume that 12% of us have green eyes. In a study of 650 people, it is found that 86 of them have green eyes.
b. Is 86 people with green eyes significantly high?
Ch. 6 - Normal Probability Distributions
Triola14th EditionElementary StatisticsISBN: 9780137366446
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Table of contents
- Ch. 1 - Introduction to Statistics88
- Ch. 2 - Exploring Data with Tables and Graphs70
- Ch. 3 - Describing, Exploring, and Comparing Data66
- Ch. 4 - Probability112
- Ch. 5 - Discrete Probability Distributions109
- Ch. 6 - Normal Probability Distributions122
- Ch. 7 - Estimating Parameters and Determining Sample Sizes107
- Ch. 8 - Hypothesis Testing75
- Ch. 9 - Inferences from Two Samples94
- Ch. 10 - Correlation and Regression80
- Ch. 11 - Goodness-of-Fit and Contingency Tables29
- Ch. 12 - Analysis of Variance42
Chapter 6, Problem 6.c.1c
In Exercises 1 and 2, use the following wait times (minutes) at 10:00 AM for the Tower of Terror ride at Disney World (from Data Set 33 “Disney World Wait Times” in Appendix B).
35 35 20 50 95 75 45 50 30 35 30 30
c. Find the standard deviation s.
Verified step by step guidance1
Step 1: Calculate the mean (average) of the data set. Add all the wait times together and divide by the total number of data points. Use the formula: , where is the number of data points.
Step 2: Subtract the mean from each data point to find the deviation of each value from the mean. For each data point , compute .
Step 3: Square each deviation to eliminate negative values. For each deviation, compute .
Step 4: Find the variance by calculating the average of the squared deviations. Use the formula: .
Step 5: Take the square root of the variance to find the standard deviation. Use the formula: .
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Standard Deviation
Standard deviation is a statistical measure that quantifies the amount of variation or dispersion in a set of data values. A low standard deviation indicates that the values tend to be close to the mean, while a high standard deviation indicates that the values are spread out over a wider range. It is calculated as the square root of the variance, which is the average of the squared differences from the mean.
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08:45
Calculating Standard Deviation
Mean
The mean, often referred to as the average, is calculated by summing all the data points and dividing by the number of points. It provides a central value for the data set and is essential for calculating the standard deviation. Understanding the mean helps in interpreting how individual data points relate to the overall dataset.
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04:52Calculating the Mean
Variance
Variance is a measure of how much the values in a data set differ from the mean. It is calculated by taking the average of the squared differences between each data point and the mean. Variance is a key component in determining the standard deviation, as it provides insight into the spread of the data, which is crucial for understanding the reliability and consistency of the data set.
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04:48Variance & Standard Deviation of Discrete Random Variables
Related Practice
Textbook Question
In Exercises 25–28, use these parameters (based on Data Set 1 “Body Data” in Appendix B):
Men’s heights are normally distributed with mean 68.6 in. and standard deviation 2.8 in.
Women’s heights are normally distributed with mean 63.7 in. and standard deviation 2.9 in.
If the Navy changes the height requirements so that all women are eligible except the shortest 3% and the tallest 3%, what are the new height requirements for women?
Textbook Question
Curving Test Scores A professor gives a test and the scores are normally distributed with a mean of 60 and a standard deviation of 12. She plans to curve the scores.
c. If the grades are curved so that grades of B are given to scores above the bottom 70% and below the top 10%, find the numerical limits for a grade of B.
Textbook Question
In Exercises 7–10, use the same population of {4, 5, 9} that was used in Examples 2 and 5. As in Examples 2 and 5, assume that samples of size n = 2 are randomly selected with replacement.
Sampling Distribution of the Sample Proportion
c. Find the mean of the sampling distribution of the sample proportion of odd numbers.
Textbook Question
Hybridization A hybridization experiment begins with four peas having yellow pods and one pea having a green pod. Two of the peas are randomly selected with replacement from this population.
c. Is the mean of the sampling distribution [from part (b)] equal to the population proportion of peas with yellow pods? Does the mean of the sampling distribution of proportions always equal the population proportion?
Textbook Question
Hybridization A hybridization experiment begins with four peas having yellow pods and one pea having a green pod. Two of the peas are randomly selected with replacement from this population.
b. Find the mean of the sampling distribution.