[R] missing values in logistic regression
Avril Coghlan
avril.coghlan at ucd.ie
Fri Oct 29 11:34:35 CEST 2004
Dear R help list,
I am trying to do a logistic regression
where I have a categorical response variable Y
and two numerical predictors X1 and X2. There
are quite a lot of missing values for predictor X2.
eg.,
Y X1 X2
red 0.6 0.2 *
red 0.5 0.2 *
red 0.5 NA
red 0.5 NA
green 0.2 0.1 *
green 0.1 NA
green 0.1 NA
green 0.05 0.05 *
I am wondering can I combine X1 and X2 in
a logistic regression to predict Y, using
all the data for X1, even though there are NAs in
the X2 data?
Or do I have to take only the cases for which
there is data for both X1 and X2? (marked
with *s above)
I will be very grateful for any help,
sincerely,
Avril Coghlan
University College Dublin, Ireland
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