Hi all,
I'm running into a strange problem running Amelia. I receive the following
error when I try to run Amelia with about 60 variable (N = 2500):
Error in amcheck(x = x, m = m, idvars = numopts$idvars, priors = priors, :
It then lists about half of my variables as being "perfectly collinear".
This is improbable at best. Besides trimming my dataset starting with all
problematic variables, then slowly adding them back in, are there any other
potential solutions?
Thanks!
Sara Anderson
Original code:
amelia(x = getAmelia("amelia.data"), m = 5, idvars = c("studentid",
"bg_id"), ts = NULL, cs = NULL, priors = NULL, lags = NULL, empri = 0,
intercs = FALSE, leads = NULL, splinetime = NULL, logs = NULL,
sqrts = NULL, lgstc = NULL, ords = NULL, noms = c("gifted_14",
"ell_14", "sped_14", "mom_conf", "peer_1d",
"peer_2d", "grade_14",
"district", "female", "ps", "lastyrpk",
"lastyrhs", "lwfather",
"internet", "race2", "tpslunch0607",
"daycare_oh3", "preschool3",
"headstart3", "centerbased3", "foreignborn",
"english", "momeduc",
"sus_13d", "marital_r"), bounds = c(1, 2, 3, 6, 7, 11, 14,
42, 43, 0, 0, 0, 0, 0, 0, 0, 400, 400, 4, 4, 4, 990, 990,
4, 2, 990, 990), max.resample = 1000, tolerance = 1e-04)