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st: Trying to simulate sampling distribution of mean
From
krishanu karmakar <[email protected]>
To
[email protected]
Subject
st: Trying to simulate sampling distribution of mean
Date
Tue, 29 Jan 2013 18:15:10 -0500
Dear Friends,
The following is my code
==== code start =====
program define ybar, rclass
syntax [,]
replace y1 = y2
summarize y1
return scalar m_y = r(mean)
end
local reps 5
quietly use big.dta, clear
generate y2 = age
sample 0.1
quietly{
gen y1=.
simulate m_age=r(m_y), saving(meandata, replace) nodots reps(`reps'): ybar
}
==== code ends =====
What I am trying to do.
I have a dataset named "big.dta" with 100,000 observations. The only
variable in this dataset is "age".
I want to first draw a sample of size 100 from this dataset and
calculate the mean for the variable "age". I want to draw 5 such
samples and store the mean of "age" from each sample as the variable
"m_age" in a new dataset called "meandata". So this dataset will have
5 observations.
My code is running, but wrongly. I am getting stata to save the
"meandata", but all the five observations (mean of age from 5
different samples) are stored as equal in value. That means stata is
not drawing 5 different samples, but only one sample. Could anyone
help by showing which line my code should I change?
Thank you in advance for your time.
Krishanu Karmakar
Read it: http://www.stata.com/support/faqs/res/statalist.html
Specially Question 3.
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