Which of the following histograms best represents a normal distribution ?
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
2. Describing Data with Tables and Graphs
Histograms
Struggling with Statistics?
Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
Given a frequency histogram showing the number of students who scored within each -point interval on a test, which of the following statements is correct about the distribution of scores?
A
The height of each bar represents the number of students in that score interval.
B
The histogram can be used to determine the exact score of each student.
C
The area of each bar represents the cumulative frequency up to that interval.
D
The width of each bar represents the mean score of the interval.
Verified step by step guidance1
Understand what a frequency histogram represents: it displays the distribution of data by grouping scores into intervals (bins) and showing how many data points fall into each interval.
Recall that in a frequency histogram, the height of each bar corresponds to the frequency (number of observations) within that interval, while the width of each bar represents the class interval size (e.g., 10 points).
Recognize that the area of each bar in a frequency histogram is proportional to the frequency because area = height × width, but the area does not represent cumulative frequency; cumulative frequency is the total number of observations up to a certain interval and is typically shown in a cumulative frequency graph, not a histogram.
Note that a histogram does not provide exact individual scores; it only shows how many scores fall within each interval, so you cannot determine the exact score of each student from the histogram alone.
Understand that the width of each bar is fixed by the interval size and does not represent the mean score of the interval; the mean score would be a single value calculated separately from the data.
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