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st: Pmatch2 and random
Dear Stata list,
I am running the psmtach2 command to estimate propensity scores. I use Stata
9.2 and psmatch2 is updated.
While running this command, in my output I get a comment:
"There are observations with identical propensity score values.
The sort order of the data could affect your results.
Make sure that the sort order is random before calling psmatch2"
So I do the following
-gen random=uniform()
sort random-
but still get the same message, I also try with -set seed- as below but get
the same message.
-set seed 12345
-gen random=uniform()
sort random-
I copy below my command and output. Does anyone know how to correct this
problem?
.
. psmatch2 waterpipe sexhhead v152 v012 ageresp2 aware ///
v512 v715 eduhusb v730 partnerage2 v025 housetype2 ///
sh42 ownerTV hv211 sh47q, out(h11) n(5) logit
Logistic regression Number of obs =
24869
LR chi2(16) =
6171.00
Prob > chi2 =
0.0000
Log likelihood = -13440.218 Pseudo R2 =
0.1867
------------------------------------------------------------------------------
waterpipe | Coef. Std. Err. z P>|z| [95% Conf.
Interval]
-------------+----------------------------------------------------------------
sexhhead | .081646 .0614635 1.33 0.184 -.0388202
.2021123
v152 | -.0036941 .0010471 -3.53 0.000 -.0057463
-.001642
v012 | .0361599 .0220871 1.64 0.102 -.00713
.0794498
ageresp2 | .0001226 .0003905 0.31 0.754 -.0006428
.000888
aware | .51381 .0374203 13.73 0.000 .4404675
.5871525
v512 | -.066041 .005295 -12.47 0.000 -.076419
-.055663
v715 | .0116712 .0090949 1.28 0.199 -.0061545
.029497
eduhusb | -.0002637 .0006224 -0.42 0.672 -.0014835
.0009562
v730 | .0377528 .0103074 3.66 0.000 .0175506
.057955
partnerage2 | -.0004689 .0001196 -3.92 0.000 -.0007032
-.0002346
v025 | -1.486734 .0365479 -40.68 0.000 -1.558367
-1.415102
housetype2 | -.0481205 .0312731 -1.54 0.124 -.1094148
.0131737
sh42 | -.2851831 .0532543 -5.36 0.000 -.3895597
-.1808065
ownerTV | .5799184 .0394479 14.70 0.000 .5026019
.657235
hv211 | .2489998 .0539778 4.61 0.000 .1432052
.3547944
sh47q | -.7165624 .0595988 -12.02 0.000 -.8333739
-.5997508
_cons | .6628973 .3185432 2.08 0.037 .0385641
1.28723
------------------------------------------------------------------------------
There are observations with identical propensity score values.
The sort order of the data could affect your results.
Make sure that the sort order is random before calling psmatch2.
----------------------------------------------------------------------------------------
Variable Sample | Treated Controls Difference
S.E. T-stat
----------------------------+-----------------------------------------------------------
h11 Unmatched | .414652169 .389711613 .024940556
.01043801 2.39
ATT | .414652169 .365248601 .049403568
.014874442 3.32
----------------------------+-----------------------------------------------------------
Note: S.E. for ATT does not take into account that the propensity score is
estimated.
| psmatch2:
psmatch2: | Common
Treatment | support
assignment | On suppor | Total
-----------+-----------+----------
Untreated | 15,396 | 15,396
Treated | 9,473 | 9,473
-----------+-----------+----------
Total | 24,869 | 24,869
Sincerely,
Gauri
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