In a boxplot, if the median is to the left of the center of the box and the right whisker is substantially longer than the left whisker, the distribution is skewed ______________.
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- 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
3. Describing Data Numerically
Boxplots
Problem 2.5.27c
Textbook Question
Studying Refer to the data set in Exercise 23 and the box-and-whisker plot you drew that represents the data set.
c. You randomly select one student from the sample. What is the likelihood that the student studied less than 2 hours per day? Write your answer as a percent.
Verified step by step guidance1
Step 1: Review the box-and-whisker plot you created for the data set in Exercise 23. Identify the range of values represented on the plot, including the minimum, first quartile (Q1), median, third quartile (Q3), and maximum.
Step 2: Determine the portion of the data that represents students who studied less than 2 hours per day. This can be done by identifying where the value of 2 hours falls on the box-and-whisker plot relative to the quartiles.
Step 3: Calculate the percentage of the data that falls below 2 hours. If 2 hours is less than Q1, for example, then the percentage of students studying less than 2 hours would correspond to the proportion of the data below Q1 (typically 25%).
Step 4: If the value of 2 hours falls within a specific quartile range, use the distribution of data within that range to estimate the percentage of students studying less than 2 hours. For example, if 2 hours is between Q1 and the median, you would estimate the proportion of data in that segment.
Step 5: Convert the proportion of students studying less than 2 hours into a percentage by multiplying the proportion by 100. Write your final answer as a percentage.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Box-and-Whisker Plot
A box-and-whisker plot is a graphical representation of a data set that displays its minimum, first quartile, median, third quartile, and maximum. It helps visualize the distribution and identify outliers. Understanding this plot is crucial for interpreting the data set and determining the range of study hours.
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Probability
Probability is a measure of the likelihood that a particular event will occur, expressed as a number between 0 and 1 or as a percentage. In this context, it involves calculating the proportion of students who studied less than 2 hours per day relative to the total number of students in the sample.
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Percentages
A percentage is a way of expressing a number as a fraction of 100, which is useful for comparing proportions. In this question, converting the probability of selecting a student who studied less than 2 hours into a percentage allows for a clearer understanding of the likelihood in a familiar format.
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