Please, could anyone help me?
My data contains id, city, month , year and x1. The variable x1 varies per month, year and city. I want to randomly re-assign the cities across the ids. So, for example, id 1 is located on city 10. I want to randomly change that, so id 1 would be located in city 11.
After that, I would run my regression using this new randomly 'fake' data generated. And would repeat it 1000 times. My goal is to look at 1000 _betas and 1000 p-values from these simulations.
So, what I wish to do is:
- randomly change the cities linked to each id,
- do a regression
- Save betas, standard errors and p-values in a file
- Repeat this 1000 times
Thank you very much.
Code:
* Example generated by -dataex-. To install: ssc install dataex clear input float(id city month year x1) 1 10 2 2000 1000 2 11 2 2001 5000 3 10 3 2002 300 4 2 4 2001 200 5 14 1 2004 1000 6 9 10 2006 2050 7 15 11 2008 3999 8 14 2 2009 900 10 9 11 2010 802 11 11 12 2001 456 12 19 9 2000 788 13 10 7 2011 100 14 10 10 2012 2000 15 2 2 2013 78 16 12 3 2003 1000 17 11 5 2004 1782 18 12 12 2009 4521 19 19 8 2008 1982 20 14 8 2006 335 end
0 Response to randomly assign and simulation
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