Dear all,
I don't understand how amelia handles imputation of ordinal variables.
We can read in Amelia II: A Program for Missing Data:
"Imputations for variables set as ordinal are created by taking the
continuously valued imputation and using
an appropriately scaled version of this as the probability of success in
a binomial distribution. The draw from
this binomial distribution is then translated back into one of the
ordinal categories."
This is not explicit enough for me. I don't understand what does
"appropriately scaled" mean
and what's the link with binomial distribution. Can you give me more
explanations ?
Thank you for your cooperation.
V.Audigier