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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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