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Re: st: cascading dummies
From
Richard Goldstein <[email protected]>
To
[email protected]
Subject
Re: st: cascading dummies
Date
Mon, 01 Oct 2012 14:39:47 -0400
Hi,
neither is wrong or right -- they answer slightly different questions; A
asks for each dummy whether, and by how, much it is different from the
reference group (you do realize that you should only include 4 of the
dummies, right?); B asks whether each differs from the preceding level
you can -findit cascade- to find a program I wrote to implement
cascading dummies; the help file, and even more the STB article,
discusses the differences; note that you can obtain the answer to either
question by following up the original method of forming the variables
with the appropriate -test- command(s)
Rich
On 10/1/12 2:31 PM, Shikha Sinha wrote:
> Hi all,
>
> Recently, I came across a new way of creating dummies and I wonder
> what the group thinks about this form.
>
> The independent variable X is coded as 1- very poor, and 5 as very
> rich. I want to estimate the effect by wealth quintile. I created the
> dummy the following ways, but I was told that this is wrong (A is
> wrong). The correct way to construct dummy is B and is called
> cascading dummies. I have never come across this before and would
> appreciate if you could shed light on the difference between the two
> and which is the correct way of creating dummies.
>
> A:
> id Y X1 (scale of 1-5), dum1 dum2 dum3 dum4 dum5
> 1 100 5 0 0 0 0 1
> 2 200 4 0 0 0 1 0
> 3 300 3 0 0 1 0 0
> 4 239 2 0 1 0 0 0
> 5 345 1 1 0 0 0 0
>
>
> B:
> id Y X1 (scale of 1-5), dum1 dum2 dum3 dum4 dum5
> 1 100 5 1 1 1 1 1
> 2 200 4 1 1 1 1 0
> 3 300 3 1 1 1 0 0
> 4 239 2 1 1 0 0 0
> 5 345 1 1 0 0 0 0
>
> Thanks,
> Shikha
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