Dear Statalists,
I got results from psmatch2 command as below. Could you please tell me where to look at the statistical significance level of ATT (average treatment effects on the treated) and how to interpret it?
Thank you for your stopping by!
Han Vuong Dieu.
I got results from psmatch2 command as below. Could you please tell me where to look at the statistical significance level of ATT (average treatment effects on the treated) and how to interpret it?
PHP Code:
Logistic regression Number of obs = 4,575
LR chi2(4) = 3.69
Prob > chi2 = 0.4502
Log likelihood = -75.478871 Pseudo R2 = 0.0238
------------------------------------------------------------------------------
f_acq | Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
age | -.0236874 .0459771 -0.52 0.606 -.1138009 .0664261
emp_l1 | .0001754 .0006347 0.28 0.782 -.0010686 .0014194
tang_as_l1 | -.0000142 .0000128 -1.11 0.268 -.0000393 .0000109
tfp_l1 | .5203516 .3742759 1.39 0.164 -.2132156 1.253919
_cons | -10.98583 3.771964 -2.91 0.004 -18.37874 -3.592918
------------------------------------------------------------------------------
Note: 42 failures and 0 successes completely determined.
----------------------------------------------------------------------------------------
Variable Sample | Treated Controls Difference S.E. T-stat
----------------------------+-----------------------------------------------------------
lntfp_l1 Unmatched | 2.36691557 2.32695041 .039965167 .03855111 1.04
ATT | 2.36691557 2.33965681 .027258765 .050448074 0.54
----------------------------+-----------------------------------------------------------
lntfp Unmatched | 2.38784469 2.33340659 .054438098 .037682983 1.44
ATT | 2.38784469 2.34791125 .039933443 .046660502 0.86
----------------------------+-----------------------------------------------------------
lntfp_f1 Unmatched | 2.38636468 2.34007422 .046290461 .03817162 1.21
ATT | 2.38636468 2.34560117 .040763508 .048990231 0.83
----------------------------+-----------------------------------------------------------
lntfp_f2 Unmatched | 2.3876902 2.34425758 .043432621 .038525625 1.13
ATT | 2.3876902 2.34922537 .038464828 .05125152 0.75
----------------------------+-----------------------------------------------------------
Note: S.E. does not take into account that the propensity score is estimated.
| psmatch2:
psmatch2: | Common
Treatment | support
assignment | On suppor | Total
-----------+-----------+----------
Untreated | 4,564 | 4,564
Treated | 11 | 11
-----------+-----------+----------
Total | 4,575 | 4,575
(307,801 real changes made)
(307,801 real changes made)
(307,801 real changes made)
(307,801 real changes made)
Han Vuong Dieu.
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