Question: Consider the R output and model below. Keeping all other variables constant, is it more or less likely that a potential donor makes a donation
Consider the R output and model below.
Keeping all other variables constant, is it more or less likely that a potential donor makes a donation if the number of dependents in the donor's household increases? Please justify your answer with specific numerical evidence from the R output.
Keeping all other variables constant, is it more or less likely that a younger donor eg yearold makes a donation or an older potential donor eg yearold Please justify your answer with specific numerical evidence from the R output.
Variables of interest:
donationbinary : whether or not a donor contributes this year; if no contribution, otherwise
age : age of donor
householdincome : household income of donor
pctemployment : employment percentage of donor; is unemployed, is fully employed, other indicates part time percentage worked weekly eg or
householddependents : number of dependents in donor household
For ALL problems, level of significance
Call:
glmformula dSdonationbinary dSage d$householdincome
dSpctemployment dShouseholddependents, family "binomial"
Deviance Residuals:
Min Median Max
Coefficients:
tableEstimate,Std Error, value,Pr Intercept
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