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st: code to pick one source from many by ids of a panel


From   László Sándor <sandorl@gmail.com>
To   statalist@hsphsun2.harvard.edu
Subject   st: code to pick one source from many by ids of a panel
Date   Mon, 22 Jul 2013 15:35:26 -0400

Hi,
Let me describe my problem and work toward a solution, and perhaps
some -egen- and -reshape- wizards can see ways to do this elegantly or
write a Speaking Stata or Stata tips one day.

I needed financial data, and to my amazement, different vendors can
serve different number for as raw data as unadjusted historical
prices. As I have a reference baseline for some years (from tax
records), I would be happy to take the source that came the closest
when available.

My problem is that -egen rowfirst- prioritizes variables in a fixed
order, I would need a flexible priority that can change across the
panel (but is constant for all years of each panel).

Is there an elegant way to
1. generate distance from a baseline,
2. for each panel, generate an identifier of the variable that was closest,
3. generate a new variable that selects the series that was the
closest for the given panel.

For example:

panelid   time   price1    price2    reference   closestprice
1            1       1           2           1               1
1            2       1           2            .               1
2            1       89         75          80             75
2            2       86         77          79             77

Thanks,

Laszlo
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