Hi,
I'm using Stata 16 for my analysis. I've run the pstest command to obtain results for the balancing property. I'll be glad if you aid me in interpreting the results. Specifically;
1. How balanced is the match between the treated and control groups.
2. The significance of the t-test.
Below is ts the command used and results generated from Stata.
asdoc pstest TOTHLTH Age Location Gender hhsize MStatus HStatus Education Employment Income Expenditure, both
(File Myfile.doc already exists, option append was assumed)
Unmatched Mean %reduct t-test V(T)/
Variable Matched Treated Control %bias bias t p>t V(C)
TOTHLTH U 94.086 86.036 2.2 0.90 0.369 1.34*
M 84.588 87.82 -0.9 59.8 -0.35 0.729 0.93
Age U 45.38 42.114 22.5 9.06 0.000 1.24*
M 42.501 42.595 -0.6 97.1 -0.24 0.811 1.05
Location U 1.4426 1.4962 -10.8 -4.40 0.000 0.99
M 1.4915 1.4895 0.4 96.3 0.14 0.888 1.00
Gender U .64408 .69286 -10.4 -4.22 0.000 .
M .68767 .68212 1.2 88.6 0.42 0.671 .
hhsize U 3.7963 3.8497 -2.1 -0.86 0.389 0.95
M 3.9287 3.8732 2.2 -4.0 0.77 0.441 0.99
MStatus U 2.5081 2.653 -7.3 -2.99 0.003 0.96
M 2.5577 2.6048 -2.4 67.4 -0.84 0.399 1.02
HStatus U .804 .82536 -5.5 -2.23 0.026 .
M .82759 .82204 1.4 74.0 0.52 0.604 .
Education U 2.6716 1.9263 27.9 11.08 0.000 1.55*
M 1.9913 1.9778 0.5 98.2 0.20 0.844 1.05
Employment U 1.3003 1.2168 13.7 5.48 0.000 1.36*
M 1.2045 1.2224 -2.9 78.6 -1.15 0.251 0.90*
Income U -9779.7 -1287.7 -1.4 -0.51 0.613 11.49*
M -1285.4 -2061.8 0.1 90.9 0.07 0.941 3.36*
Expenditure U 4543.1 4093.4 11.1 4.43 0.000 1.44*
M 4079.4 4110.3 -0.8 93.1 -0.30 0.766 0.98
* if variance ratio outside [0.94; 1.06] for U and [0.92; 1.08] for M
Sample Ps R2 LR chi2 p>chi2 MeanBias MedBias B R %Var
Unmatched 0.031 296.67 0.000 10.4 10.4 42.8* 1.33 67
Matched 0.000 2.39 0.997 1.2 0.9 4.3 0.94 22
* if B>25%, R outside [0.5; 2]
Thank you.
Related Posts with Pstest
How to do calcuations between different datatypes (double, long, float)?Hello. I try to create some new ID-variables. Actually my datatype for pid/hid is "long". With MWE i…
Multiple imputation for correlated exposure variablesHello. I am trying to perform multiple imputation in my dataset using mi impute chained. The dataset…
Panel Data Analysis (Run desired regression)Dear Specialist First Thanks for your reading. I have a Panel Data set. I treated Region as id var…
Table 1 help or test for significant differenceHello I have a data set in which I am trying to compare longitudinal data from successive pregnancie…
Unicode analyze error - too big fileHi Guys! I am new in Stata and I have a problem with analyzing and translating dta file encodings by…
Subscribe to:
Post Comments (Atom)
0 Response to Pstest
Post a Comment