for the first, you can use the square root transformation.  for the second, rounding i'm sure will be fine.

Gary
--
Gary KingAlbert J. Weatherhead III University Professor - Director, IQSS - Harvard University
GKing.Harvard.edu - King@Harvard.edu - @kinggary - 617-500-7570 - Asst 495-9271 - Fax 812-8581



On Sat, Oct 22, 2011 at 2:19 PM, Sera Choma <sera.onalan@gmail.com> wrote:
Hi,

I would like to set bounds for some of my variables. For example I have a
variable that measures the number of health personnel in a given province.
The min should be 0, but I do not require a max bound. What would be the
best approach for this type of bound? Should I be setting the max to
infinity?

Also, I have set a bound for one of my dependent variables that is a
percentage of votes in a given province. The min is 0 and the max is 1.
However, when I impute my data the min for this variable is -1.388e-17,
which is nearly 0. I am not sure why this happens and if it is ok for me to
keep a negative number (even though it is so small) as my dependent variable
(that is a proportion). Any suggestions?

Thank you for your help.

Sera