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st: Mean within- and between-cluster distances after sqom and sqclusterdat
From
Jacob Day <[email protected]>
To
[email protected]
Subject
st: Mean within- and between-cluster distances after sqom and sqclusterdat
Date
Wed, 2 Nov 2011 10:17:34 -0400
Dear Statalist,
I am currently analyzing managerial career sequences with 4 potential
sequence states using the sqom (optimal matching) command and Ward's
method of clustering. I would like to compare cluster solutions like
Aisenbrey and Fasang (2010) did in their recent article in
Sociological Methods & Research. They compare mean within-cluster
distances and mean-between cluster distances for each cluster solution
and develop a rule of thumb for making a decision (p.432-433). I
cannot seem to figure out 1) how to get Stata to report the
mean-within and mean-between cluster distances or 2) the necessary
information I need and how to calculate these measures myself. Thank
you in advance for any guidance you can give me.
Sincerely,
Jake Day
The data look like this:
id hpos_centseq3 sqorder
33 3 1
33 4 2
33 2 3
33 2 4
33 2 5
34 2 1
34 2 2
34 2 3
34 4 4
34 1 5
The syntax looks like this:
sqset hpos_centseq3 id sqorder
sqom, subcost(hp3cost) indelcost(1.067) full standard(longer)
sqclusterdat
clustermat wards SQdist, name(wards) add
cluster generate wg=groups(2/15), name(wards) /*generates indicator
variables for 2-15 cluster solutions*/
sqclusterdat, return
Aisenbrey, Silke and Annete E. Fasang. 2010. "New Life for Old Ideas:
The 'Second Wave' of Sequence Analysis Bringing the 'Course' Back Into
the Life Course." Sociological Methods & Research 38:420-462.
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