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st: limiting time series data fills based on duration between observations
From
Ethan StataQ <[email protected]>
To
[email protected]
Subject
st: limiting time series data fills based on duration between observations
Date
Thu, 4 Jul 2013 23:20:02 -0400
I have data that looks like this:
Company Employees YearMonth
ABC 10,000 2010m1
ABC 10,100 2010m2
ABC 9,500 2010m5
ABC 9,600 2010m12
DEF 2,000 2009m5
DEF 2,100 2009m10
DEF 2,300 2009m11
I would like to create a time series of this data such that the number
of employees is presumed to remain unchanged during the months between
observations. However, if the number of months between observations
exceeds 3 months then I do not want to make this assumption. In this
case the number of employees should be represented as "." instead such
that the above data appears as follows:
Company Employees YearMonth
ABC 10,000 2010m1
ABC 10,100 2010m2
ABC 10,100 2010m3
ABC 10,100 2010m4
ABC 9,500 2010m5
ABC . 2010m6
ABC . 2010m7
ABC . 2010m8
ABC . 2010m9
ABC . 2010m10
ABC . 2010m11
ABC 9,600 2010m12
DEF 2,000 2009m5
DEF . 2009m6
DEF . 2009m7
DEF . 2009m8
DEF . 2009m9
DEF 2,100 2009m10
DEF 2,300 2009m11
The idea is that I presume the number of employees remains the same as
the last reading as long as a new reading occurs within 3 months.
I would really appreciate some help in figuring out how to achieve
this. If this question has been answered, a redirect url would be
greatly appreciated.
Thank you!
Ethan
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