I have a spatial data set with ordinal response variable containing four levels. I would like to know if and how spatial autocorrelation can be taken into account when ordinal logistic regression is used (e.g. the function lrm from the Design package). Thanks for your help! Christof
Frank E Harrell Jr
2004-Mar-04 02:29 UTC
[R] Ordinal logistic regression using spatial data
On Wed, 3 Mar 2004 18:14:25 -0700 Christof Bigler <christof.bigler at colorado.edu> wrote:> I have a spatial data set with ordinal response variable containing > four levels. I would like to know if and how spatial autocorrelation > can be taken into account when ordinal logistic regression is used > (e.g. the function lrm from the Design package). > > Thanks for your help! > Christoflrm (through the robcov and bootcov functions) can take into account general intra-cluster correlations. This works best when clusters do not contain very many observations. Different clusters are assumed to be independent. --- Frank E Harrell Jr Professor and Chair School of Medicine Department of Biostatistics Vanderbilt University