Question
Question: Frequency Distributions & Measures of Central Tendency A demographer is interested in comparing fertility patterns across national contexts. They are particularly interested in differences
Question: Frequency Distributions & Measures of Central Tendency
A demographer is interested in comparing fertility patterns across national contexts. They are particularly interested in differences in number of children born per adult across the United States and Mexico. They collect data on a sample of people from Mexico (n = 990) and a sample of people from the U.S. (n = 1400) and ask how many children each person has. They organized the sample information in the frequency tables below:
Frequencies (f) | ||
# of Children | Mexico | United States |
0 | 115 | 408 |
1 | 98 | 252 |
2 | 159 | 305 |
3 | 204 | 230 |
4 | 247 | 101 |
5 | 85 | 45 |
6 | 40 | 31 |
7 | 30 | 18 |
8 | 12 | 10 |
Total | 990 | 1400 |
a. [Fill in the following table with percentages rounded to the hundredth, or second decimal place (e.g. 15.86%)]
Mexico | United States | |||||||
# of Children | Freq (f) | Rel. percent (%) | Cumul. percent (%) | # of Children | Freq (f) | Rel. percent (%) | Cumul. percent (%) | |
0 | 115 | 0 | 408 | |||||
1 | 98 | 1 | 252 | |||||
2 | 159 | 2 | 305 | |||||
3 | 204 | 3 | 230 | |||||
4 | 247 | 4 | 101 | |||||
5 | 85 | 5 | 45 | |||||
6 | 40 | 6 | 31 | |||||
7 | 30 | 7 | 18 | |||||
8 | 12 | 8 | 10 | |||||
Total | 990 | Total | 1400 |
b. Is it appropriate to compare the raw frequencies in these frequency distributions between Mexico and the United States? Be sure to give an explanation that supports your answer.
c. [Hint: Must include an interpretation of the percentages, not just a list of numbers. Must provide at least two examples (e.g., 3 births and 0 births categories) for Mexico and the United States.]
d. [Use the table below to calculate the mean for both Mexico and the United States; you should be able to determine the mode and median using the relative and cumulative percentages from Part A]
Mexico | United States | |||||
# of Children | Freq (f) | x * f | # of Children | Freq (f) | x * f | |
0 | 115 | 0 | 408 | |||
1 | 98 | 1 | 252 | |||
2 | 159 | 2 | 305 | |||
3 | 204 | 3 | 230 | |||
4 | 247 | 4 | 101 | |||
5 | 85 | 5 | 45 | |||
6 | 40 | 6 | 31 | |||
7 | 30 | 7 | 18 | |||
8 | 12 | 8 | 10 | |||
Total | 990 | 1400 |
Type interpretations of the mean, median, and mode Part D here.
Then, describe the main differences between the measures of central tendency for each country including a description of the skew of each distribution. What is the conclude about differences in the number of children that people have in Mexico and the United States?
Question: Comparing Variation across Distributions
In addition to general differences in frequencies and measures of central tendency, the demographer from Problem 1 has asked us to determine which sample has greater variation in the number of childbirths: Mexico or the United States? The demographer calculated the following standard deviations for each distribution:
Mexico | United States | |
n | 990 | 1400 |
s | 3.35 | 4.24 |
a. explain in one sentence indicating which statistical value(s) are needed to compare the variation in both distributions. Be sure to explain why one must calculate these value(s).
SHOW CALCULATIONS
Don't forget to include a complete sentence explaining which distribution has greater variation.
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