-------------------------------------------------------------
name: <unnamed>
log: C:\Documents and Settings\Michael Rosenfeld\My Documents\newer web pages\soc_meth_proj3\2010_logs\third_class_log.log
log type: text
opened on: 2 Feb 2010, 14:55:44
. use "C:\Documents and Settings\Michael Rosenfeld\Desktop\cps_mar_2000_new.dta", clear
. table yrsed if age>24 & age<35, contents(freq mean yrsed sd yrsed)
rowvar variable(s) may not be used in contents()
r(111);
. table sex if age>24 & age<35, contents(freq mean yrsed sd yrsed)
-------------------------------------------------
Sex | Freq. mean(yrsed) sd(yrsed)
----------+--------------------------------------
Male | 9,027 13.31212 2.967666
Female | 9,511 13.55657 2.854472
-------------------------------------------------
. display 13.55657-13.31212
.24445
. *the difference between men and women's education in this age group is about one quarter of a year. Is that a big difference? Are we sure the women have more education?
. ttest yrsed if age>24 & age<35, by(sex)
Two-sample t test with equal variances
------------------------------------------------------------------------------
Group | Obs Mean Std. Err. Std. Dev. [95% Conf. Interval]
---------+--------------------------------------------------------------------
Male | 9027 13.31212 .0312351 2.967666 13.25089 13.37335
Female | 9511 13.55657 .0292693 2.854472 13.49919 13.61394
---------+--------------------------------------------------------------------
combined | 18538 13.43753 .0213921 2.912627 13.3956 13.47946
---------+--------------------------------------------------------------------
diff | -.2444469 .0427623 -.3282649 -.1606289
------------------------------------------------------------------------------
diff = mean(Male) - mean(Female) t = -5.7164
Ho: diff = 0 degrees of freedom = 18536
Ha: diff < 0 Ha: diff != 0 Ha: diff > 0
Pr(T < t) = 0.0000 Pr(|T| > |t|) = 0.0000 Pr(T > t) = 1.0000
* The t-statistic of -5.7, being much larger in absolute value than 2, demonstrates that this difference of .244 years between men and women in years of education is powerfully significant… See my Excel file where this problem is worked out by hand.
. exit, clear