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st: -reshape-, or "is there an easier way to reshape my data than how I am doing it?"
From |
Scott Cunningham <[email protected]> |
To |
[email protected] |
Subject |
st: -reshape-, or "is there an easier way to reshape my data than how I am doing it?" |
Date |
Mon, 24 Jul 2006 16:38:10 -0400 |
I'm having a hard time figuring out how to use reshape with the data
in the form I currently have it in.
DATA: 1982-2004 CDC data on gonorrhea rates by age cohort, race, sex
and state
+--------------------------------------------+
| year fip race sex gr age |
|---------------------------------------------|
where:
------------------------------------------------------------------------
-------
year int %8.0g YEAR
fip byte %8.0g State FIPS codes
race byte %8.0g W=1, B=2
sex byte %8.0g M=1, F=2
gr float %9.0g Gonorrhea Rate (per
100,000)
age float %9.0g Age Cohort
------------------------------------------------------------------------
-------
I need to use -reshape- to transform the data into a format that will
allow me to estimate various panel models. I am going to merge other
demographic data to this dataset, but that I can do. What I cannot
do is figure out how to get -reshape- to work here. When I simply
use -reshape-, I am told that I have fip/year that do not uniquely
identify. I know this, of course. So, I thought that what I could
do was create a race, gender and state specific gonorrhea rate. So I
did that. It looked like this:
+-------------------------------------------------------------+
| year fip age gbm gbf gwm gwf |
|--------------------------------------------------------------|
where gbm is "gonorrhea rates for black males," gbf for black
females, gwm for white males, and gwf for white females. I then -
preserve- the data, keep only the one of the age cohorts (15-19 year
olds initially), drop the age variable, and then try to -reshape-
again. But this doesn't work, because I have four fip observations
for every year, that looks like this:
+--------------------------------------------------------+
| year fip age gbm gbf gwm gwf |
|--------------------------------------------------------|
1. | 1983 1 15 data . . . |
2. | 1983 1 15 . data . . |
3. | 1983 1 15 . . data . |
4. | 1983 1 15 . . . data |
I need to collapse these observations so that it looks like this:
+---------------------------------------------------------------+
| year fip age gbm gbf gwm gwf |
|----------------------------------------------------------------|
1. | 1983 1 15 data data data data |
But neither -fillin- nor -collapse- appear to do the trick.
MY QUESTION: How do I collapse the data like the above? Secondly,
is there a more efficient way to take my data in its original format
and create a panel without having to create 9 different age-specific
panels which I will merge later?
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