Which of the following are considered forms of data in statistics?
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
Visualizing Qualitative vs. Quantitative Data
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Suppose a bar graph displays the number of students in different majors at a university. Which of the following inferences could be correctly drawn from this graph?
A
The most popular major among students is the one with the tallest bar.
B
The graph provides information about the median income of graduates from each major.
C
The graph shows the average GPA of students in each major.
D
The graph indicates the age distribution of students in each major.
Verified step by step guidance1
Step 1: Understand what a bar graph represents. A bar graph displays categorical data with rectangular bars where the length or height of each bar is proportional to the value or frequency of the category it represents.
Step 2: Identify what the bars in this specific graph represent. Since the graph shows the number of students in different majors, each bar's height corresponds to the count of students in that major.
Step 3: Recognize that the tallest bar indicates the category with the highest frequency. Therefore, the major with the tallest bar has the most students enrolled, making it the most popular major.
Step 4: Note that the graph does not provide information about other statistics such as median income, average GPA, or age distribution, because these require different types of data and visualizations (e.g., box plots, histograms, or scatter plots).
Step 5: Conclude that the only correct inference from this bar graph is about the popularity of majors based on student count, specifically that the most popular major is the one with the tallest bar.
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