------------------------------------------------------------------------------------------------ name: log: C:\Users\LabProf01\Documents\Aula_2209.log log type: text opened on: 22 Sep 2022, 15:45:01 . twoway (scatter bp agegrp if when==1) . twoway (scatter bp agegrp if when==1) twoway (scatter bp agegrp if when==2) twoway is not a twoway plot type r(198); . twoway (scatter bp agegrp if when==1) (scatter bp agegrp if when==2) . twoway (line bp agegrp if when==1) . tab when, sum(bp) | Summary of Blood pressure Status | Mean Std. Dev. Freq. ------------+------------------------------------ Before | 156.45 11.389845 120 After | 151.35833 14.177622 120 ------------+------------------------------------ Total | 153.90417 13.083702 240 . display (156.45-151.3583)/( 11.38985 ^2/120+14.17762^2/120)^0.5 3.0670035 . * z>1.96 => rejeitar H0 . ztest bp, by(when) sd1(11.389845) sd2( 14.177622) Two-sample z test ------------------------------------------------------------------------------ Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- Before | 120 156.45 1.039746 11.38984 154.4121 158.4879 After | 120 151.3583 1.294234 14.17762 148.8217 153.895 ---------+-------------------------------------------------------------------- diff | 5.091667 1.660154 1.837824 8.34551 ------------------------------------------------------------------------------ diff = mean(Before) - mean(After) z = 3.0670 Ho: diff = 0 Ha: diff < 0 Ha: diff != 0 Ha: diff > 0 Pr(Z < z) = 0.9989 Pr(|Z| > |z|) = 0.0022 Pr(Z > z) = 0.0011 . xtset patient when panel variable: patient (strongly balanced) time variable: when, 1 to 2 delta: 1 unit . by patient: gen diff=bp[2]-bp[1] . replace diff=. if when==1 (120 real changes made, 120 to missing) . sum diff Variable | Obs Mean Std. Dev. Min Max -------------+--------------------------------------------------------- diff | 120 -5.091667 16.7136 -45 41 . ztest diff==0, sd( 16.7136 ) One-sample z test ------------------------------------------------------------------------------ Variable | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- diff | 120 -5.091667 1.525736 16.7136 -8.082054 -2.101279 ------------------------------------------------------------------------------ mean = mean(diff) z = -3.3372 Ho: mean = 0 Ha: mean < 0 Ha: mean != 0 Ha: mean > 0 Pr(Z < z) = 0.0004 Pr(|Z| > |z|) = 0.0008 Pr(Z > z) = 0.9996 . display (-5.091667 -0)/ (16.7136 ^2/120)^0.5 -3.3371875 . tab agegrp when, sum(bp) Means, Standard Deviations and Frequencies of Blood pressure | Status Age Group | Before After | Total -----------+----------------------+---------- 30-45 | 151.675 144.325 | 148 | 9.2580872 11.893518 | 11.217076 | 40 40 | 80 -----------+----------------------+---------- 46-59 | 155.1 150.775 | 152.9375 | 11.459628 14.502851 | 13.168185 | 40 40 | 80 -----------+----------------------+---------- 60+ | 162.575 158.975 | 160.775 | 10.727122 12.286093 | 11.602024 | 40 40 | 80 -----------+----------------------+---------- Total | 156.45 151.35833 | 153.90417 | 11.389845 14.177622 | 13.083702 | 120 120 | 240 . tab agegrp, sum(diff) | Summary of diff Age Group | Mean Std. Dev. Freq. ------------+------------------------------------ 30-45 | -7.35 15.938262 40 46-59 | -4.325 19.751517 40 60+ | -3.6 14.145399 40 ------------+------------------------------------ Total | -5.0916667 16.713601 120 . ztest diff==0 if agegrp==3, sd(14.145399 ) One-sample z test ------------------------------------------------------------------------------ Variable | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval] ---------+-------------------------------------------------------------------- diff | 40 -3.6 2.236584 14.1454 -7.983624 .783624 ------------------------------------------------------------------------------ mean = mean(diff) z = -1.6096 Ho: mean = 0 Ha: mean < 0 Ha: mean != 0 Ha: mean > 0 Pr(Z < z) = 0.0537 Pr(|Z| > |z|) = 0.1075 Pr(Z > z) = 0.9463 . * pvalue>0.05 => nao rejeita H0 . ttest diff==0 if agegrp==3, sd(14.145399 ) option sd() not allowed r(198); . display (-3.6-0)/(14.1454 ^2/40)^0.5 -1.6095974 . * 1.60<2.023 => nao rejeita H0, utilizando-se um teste bicaudal com amostra peq > uena . *tabela t-student . log close name: log: C:\Users\LabProf01\Documents\Aula_2209.log log type: text closed on: 22 Sep 2022, 16:50:20 ---------------------------------------------------------------------------------