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Re: st: Need Help with Clusters and Weighting
Liliana, The information that you have provided is not detailed
enough for me to provide you much help. I cannot tell from your
description, for example, if your data ARE a valid probability sample
of Harris County. What was the sampling frame? Was it an area
sample? What were the 'strata'; what were 'clusters'? How were they
selected? What were 'samples'? How were THEY selected? Was each
'sample' one person? What were the probabilities of selection.
The way that you phrase your questions suggests that you are on the
right track, but don't have much knowledge yet of sampling. I suggest
that you consult with the survey scientists who designed the sample
and also with the biostatistics faculty members who teach sampling at
UTH. They will suggest a good book for background reading. Ask your
advisor if one of them can be on your doctoral committee. Statalist
is really not a good place to learn sampling, but we will be happy to
help you with Stata commands once you understand the sample details.
Make sure that you consult the Stata survey -help- and Survey Manual
too.
Good luck!
-Steven
On Feb 14, 2008, at 6:14 PM, Rodriguez, Liliana F wrote:
Hello Stata Users List,
I'm working on my dissertation and need to analyze a small dataset
(n=210) by logistic regression (with odds ratios). I have nine
variables (all categorical or binomial) and my outcomes are binary
Y/N. Data was obtained conducting a survey from 7 samples in each
of 30 clusters. The clusters were soft-stratified in 3 groups
according to income levels, as low, medium and high. I want to be
sure than my sample is representative of the population in Harris
County, Texas.
Should I weight for the clustering to analyze within a stratum? If
yes, what are the commands?
What are the commands to do weighting for the strata, and the
clustering, when analyzing over the entire sample?
Do I use income levels, crude income, or the population in each
cluster as the weight?
Thanks.... I still have a lot to learn.
Liliana Rodriguez
Houston, Texas
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