[R] Questionnaire Analysis virtually without continuous Variables
Sacha Viquerat
dawa.ya.moto at googlemail.com
Sat Aug 4 16:12:56 CEST 2012
Hello!
I am doing an analysis on a questionnaire of hunters taken in 4
different districts of some mysterious foreign country. The aim of the
study was to gather info on the factors that determine the hunting
success of a peculiarly beautiful bird in that area. All variables are
factors, i.e. they are variables such as "Use of Guns - yes / no", "Use
of Dogs - yes / no" and the likes. The response is upposed to be "number
of Birds caught", which was designed to be the only continuous variable.
However, in reality the number of caught birds is between 0 and 1,
sometimes hunters answered with 2. Unfortunately, it is not the
questioner who is burdened with the analysis, but me. I am struggling to
find an appropriate approach to the analysis. I don't really consider
this as count data, since it would be very vulnerable to overinflation
(and a steep decline for counts above 0). I can't really suggest
binomial models either, since the lack of explanatory, continuous data
renders such an approach quite vague. I also struggle with the random
design of the survey (households nested within villages nested within
districts). Adding to that, hunters don't even target the bird as their
prime objective. The bird is essentially a by-catch, most often used for
instant consumption on the hunting trip. I therefore doubt that any
analysis makes more than a little sense, but I will not yet succumb to
failure. Any ideas?
Thanks in advance!
PS: I just realized that this is not a question related to R but to
statistics in general. Apologies for that!
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