(1)Consider the following question or pairs of variables and identify the respon
ID: 3297042 • Letter: #
Question
(1)Consider the following question or pairs of variables and identify the response and explanatory variables
(a) Is federal spending, on average, higher or lower in counties with high rates of poverty?
(b) college grade point and high school grade point average
(2) use the tabel below that contains the marginal total (Sum) to calculate the proportion of emails flagged as spam and not flagged as spam by dividing each frequency by the total.
what do these two proportions add up to? will that always be the case?
addmargins(table(email$spam)) 0 1 Sum ##3554 367 3921Explanation / Answer
(1)
(a) Is federal spending, on average, higher or lower in counties with high rates of poverty?
As, we need to determine the federal spending based on the rates of proverty, the
respose variable is federal spending and
explanatory variable is rates of proverty.
(b) college grade point and high school grade point average
As, we need to determine the college grade point based on the average high school grade point, the
respose variable is college grade point and
explanatory variable is average high school grade point.
(2)
Number of emails flagged as spam = 367
Number of emails not flagged as spam = 3554
Total number of emails = 3921
Proportion of emails flagged as spam = Number of emails flagged as spam / Total number of emails
= 367 / 3921 = 0.0936
Proportion of emails not flagged as spam = Number of emails not flagged as spam / Total number of emails
= 3554 / 3921 = 0.9064
Sum of both proportions = 0.0936 + 0.9064 = 1
So, the sum of both the proportions is 1. Yes, the sum of all proportions is always 1.
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