[R] Generalized ordered logit model

Moe Daniels
Thu, 01 Oct 2015 14:48:30 -0000

I have limited statistical experience from my coursework in undergrad running
simple linear regressions and performing chi-square tests. I have some data,
~5000 survey results on individuals, each with a score from a scale of 1-12 on
how security conscious they are (determined by their answers to previous
security related questions) and we also asked multiple choice questions on
income (USD 0-USD 19,999; USD 20,000-USD 39,999; etc.), age (21-30, 31-40, etc.)
and level of education (High School, Undergraduate, Masters, and Doctoral). I
wanted to know how I would set this up to determine which is the biggest factor
in determining their security consciousness with statistical significance. Here
is a pivot table from my Excel file with random data.

I believe I will need to run a generalized ordered logit but I am not sure how
to do so in R. I have very little experience using R and I don't think this
can be performed in Excel which would be my preference. Any help at all would be
greatly appreciated!

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