UKHLS zero weight in panel data
Hello. I'd like some advice about weighting variable. I'm using UKHLS waves 1 through 7, individual data.
When I ran svy command in Stata, the number of observations shrink due to zero. I tried iweight but it's not fixed.
svyset psu [pw=my_lw], strata(strata) singleunit(centered)
svyset psu [iw=my_lw], strata(strata) singleunit(centered) // iweight applied for experiment
I am aware that any participant who missed any survey wave, gets zero weight, thus when I copied 2015 weight to the rest of waves, this generated a large proportion of zero weight.
Is there any fix for this, please, and should I? Or should I just report and explain ?
The code below is from user manual.
- my longitudinal weight
/*copy the LAST wave's value over to previous waves
gen my_lw = indinus_lw
bysort pidp (year) : replace my_lw = my_lw[_N]
Thank you and I really appreciate your support.
Updated by Olena Kaminska over 3 years ago
Don't worry about zero values of weights - as long as you use weights and adjust for clustering and stratification your results are representative. You don't need to report about zero weights in your paper either. Just say that you are using weighted analysis.
If you are using waves 1 through 7 your weights should come from wave 7 (unless you are using long format of the data).
Hope this helps,