|
. clear
.
. input ///
> double stucode eatstuchange double ZBMI_10 double ZBMI_09
stucode eatstuc~e ZBMI_10 ZBMI_09
1. 331061118 1 -1.843575 -2.750096
2. 331051101 1 -0.7376546 -2.688892
3. 331031116 0 -1.878961 -2.667522
4. 331021212 1 -1.848347 -2.523079
5. 325041118 0 -1.917948 -2.497282
6. 331041118 1 -2.216679 -2.220008
7. 323021117 0 -2.651529 -2.019347
8. 331081132 1 -1.427066 -1.977728
9. 332041137 0 -2.151803 -1.954701
10. 326071134 1 0.372839 -1.873647
11. 325041210 0 -2.045145 -1.860512
12. 331031102 0 -1.517159 -1.814215
13. 326011118 0 -1.355653 -1.791252
14. 326061108 0 -0.8850324 -1.752629
15. 325032213 1 -1.286155 -1.747417
16. 331051109 1 -2.092448 -1.738412
17. 327041227 1 -0.7699418 -1.733157
18. 322031213 1 -1.04974 -1.720897
19. 332061117 1 -0.8741232 -1.687178
20. 332071108 0 -1.935525 -1.663775
21. end
. format stucode %10.0f
. sort stucode eatstuchange
. reshape long ZBMI, i(stucode) j(group) str
(note: j = _09 _10)
Data wide -> long
-----------------------------------------------------------------------------
Number of obs. 20 -> 40
Number of variables 4 -> 4
j variable (2 values) -> group
xij variables:
ZBMI_09 ZBMI_10 -> ZBMI
-----------------------------------------------------------------------------
. replace group=substr(group,2,3)
(40 real changes made)
. destring group,replace
group has all characters numeric; replaced as byte
.
.
. bysort eatstuchange: ttest ZBMI,by(group)
-------------------------------------------------------------------------------------------------------------
-> eatstuchange = 0
Two-sample t test with equal variances
------------------------------------------------------------------------------
Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval]
---------+--------------------------------------------------------------------
9 | 9 -2.002359 .1158926 .3476779 -2.269608 -1.735111
10 | 9 -1.815417 .169146 .507438 -2.205469 -1.425366
---------+--------------------------------------------------------------------
combined | 18 -1.908888 .10201 .4327918 -2.124111 -1.693666
---------+--------------------------------------------------------------------
diff | -.1869422 .2050402 -.6216079 .2477236
------------------------------------------------------------------------------
diff = mean(9) - mean(10) t = -0.9117
Ho: diff = 0 degrees of freedom = 16
Ha: diff < 0 Ha: diff != 0 Ha: diff > 0
Pr(T < t) = 0.1877 Pr(|T| > |t|) = 0.3754 Pr(T > t) = 0.8123
-------------------------------------------------------------------------------------------------------------
-> eatstuchange = 1
Two-sample t test with equal variances
------------------------------------------------------------------------------
Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval]
---------+--------------------------------------------------------------------
9 | 11 -2.060046 .1248715 .414152 -2.338278 -1.781815
10 | 11 -1.252081 .2275381 .7546587 -1.759068 -.7450944
---------+--------------------------------------------------------------------
combined | 22 -1.656064 .1543087 .7237719 -1.976966 -1.335161
---------+--------------------------------------------------------------------
diff | -.8079655 .2595506 -1.349379 -.2665525
------------------------------------------------------------------------------
diff = mean(9) - mean(10) t = -3.1129
Ho: diff = 0 degrees of freedom = 20
Ha: diff < 0 Ha: diff != 0 Ha: diff > 0
Pr(T < t) = 0.0027 Pr(|T| > |t|) = 0.0055 Pr(T > t) = 0.9973
. bysort eatstuchange: reg ZBMI group
-------------------------------------------------------------------------------------------------------------
-> eatstuchange = 0
Source | SS df MS Number of obs = 18
-------------+------------------------------ F( 1, 16) = 0.83
Model | .1572632 1 .1572632 Prob > F = 0.3754
Residual | 3.02698599 16 .189186625 R-squared = 0.0494
-------------+------------------------------ Adj R-squared = -0.0100
Total | 3.18424919 17 .187308776 Root MSE = .43496
------------------------------------------------------------------------------
ZBMI | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------+----------------------------------------------------------------
group | .1869422 .2050402 0.91 0.375 -.2477236 .6216079
_cons | -3.684839 1.950578 -1.89 0.077 -7.819879 .4502009
------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------
-> eatstuchange = 1
Source | SS df MS Number of obs = 22
-------------+------------------------------ F( 1, 20) = 9.69
Model | 3.59044529 1 3.59044529 Prob > F = 0.0055
Residual | 7.41031566 20 .370515783 R-squared = 0.3264
-------------+------------------------------ Adj R-squared = 0.2927
Total | 11.0007609 21 .523845759 Root MSE = .6087
------------------------------------------------------------------------------
ZBMI | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------+----------------------------------------------------------------
group | .8079655 .2595506 3.11 0.005 .2665525 1.349379
_cons | -9.331736 2.469143 -3.78 0.001 -14.48228 -4.181193
------------------------------------------------------------------------------
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