SAS Proc Tabulate Examples

Examples

To duplicate as many examples from SAS’s publication Proc Tabulate by Example, by Lauren E. Haworth, 1st Edition.

Example 1.3

data = read.table("http://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data",
        sep=",",header=F,col.names=c("age", "type_employer", "fnlwgt", "education", 
                "education_num","marital", "occupation", "relationship", "race","sex",
                "capital_gain", "capital_loss", "hr_per_week","country", "income"),
        fill=FALSE,strip.white=T)
html5(summary_table(sex ~ age + income + education_num, data),
      fragment=TRUE, inline="lancet.css", caption = "HTML5 Table Lancet Style", id="tbl4"
      )

HTML5 Table Lancet Style

	N	Female	Male	Test Statistic
		10771	21790
age	32561	253546	293848	F1,32559 = 331.36,P = 0.0001
income : >50K	32561	0 . 10910.9 117910771	0 . 30630.6 666221790	χ2 1 = 1518.89,P = 0.0002
education_num	32561	91012	91013	F1,32559 = 1.29,P = 0.2571

N is the number of non-missing value. ¹Kruskal-Wallis test. ²Pearson test