In: Statistics and Probability
Task 3: Fill in the following chart concerning the measures of center for the variables:
Variable |
Best Measure of Center |
Explain Why |
Country |
||
Infant Mortality (per 1000 live births) |
Mean |
The data is in numbers |
Health Expenditure per capita |
||
Obesity Rate |
||
Average Income |
Median |
The data is in dollars therefore the measurement is the average. |
Suicides per 100,000 |
||
Life Expectancy |
||
Universal Health Care |
||
Diabetes Rate |
||
Leading Cause of Death |
||
Hospital Beds per 100,000 |
Variable |
Best Measure of Center |
Explain Why |
|
Country |
Mode | as data cannot be logically order and not in numbers so median and mean cann't be used. hence, choose the most common occuring value | |
Infant Mortality (per 1000 live births) |
Mean |
The data is in numbers |
|
Health Expenditure per capita |
Mean | the data is in numbers and it will take care of outliers since it uses all the values in data | |
Obesity Rate |
Median | the data is in the unit of rate, thus the measurement is the average. | |
Average Income |
Median |
The data is in dollars therefore the measurement is the average. |
|
Suicides per 100,000 |
Mean | the data is in numbers and average will calculated using all values | |
Life Expectancy |
median | we need 50th percentile value which is given by median | |
Universal Health Care |
mode | categorical data so choose most common value | |
Diabetes Rate |
median | it has a unit of rates and we need 50th percentile value which is given by median | |
Leading Cause of Death |
mode | choose the most common occuring value i.e. most common cause | |
Hospital Beds per 100,000 |
|
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