The data in the next column shows birth rate and per capita income (in thousands of 2012 dollars) from 2005 through 2017. Draw a time-series plot for both birth rate and per capita income. Comment on any trends.
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
Problem 8.RE.5a
Textbook Question
Energy Need during Pregnancy The total energy need during pregnancy is normally distributed, with mean μ = 2600 kcal/day and standard deviation σ = 50 kcal/day.
Source: American Dietetic Association.
a. Is total energy need during pregnancy qualitative or quantitative?
Verified step by step guidance1
Understand the difference between qualitative and quantitative variables: Qualitative variables describe categories or qualities, while quantitative variables represent numerical values that can be measured or counted.
Identify the nature of the variable 'total energy need during pregnancy': Since it is measured in kcal/day, which is a numerical value representing energy, it is a quantitative variable.
Confirm that the variable is continuous because energy need can take any value within a range, not just distinct categories or counts.
Therefore, conclude that the total energy need during pregnancy is a quantitative continuous variable.
Remember that recognizing the type of variable is important because it determines the appropriate statistical methods to use for analysis.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Qualitative vs Quantitative Data
Data can be classified as qualitative or quantitative. Qualitative data describes categories or characteristics, such as colors or types, while quantitative data represents numerical values that can be measured or counted, like height or energy intake.
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Measurement of Energy Need
Energy need during pregnancy is measured in kilocalories per day, which is a numerical value representing the amount of energy required. Since it involves measurable quantities, it is considered quantitative data.
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Normal Distribution
A normal distribution is a continuous probability distribution characterized by a symmetric, bell-shaped curve defined by its mean and standard deviation. It describes how values like energy needs are spread around the average in a population.
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