Crosstabulate variables
Crosstabulates variables with small numbers of unique values.
xtab(formula,data,varnames=NULL,or=TRUE,chisq=FALSE,phi=FALSE,html=FALSE, bgcol="lightgray",lastone=TRUE)
formula |
a formula containing the variables to be crosstabulated |
data |
the data frame from which to select the variables |
varnames |
optional labels for the variables (defaults to names(data)) |
or |
whether to calculate the odds ratio (only for 2x2 tables). |
chisq |
logical - whether to display chi squared test(s) of the table(s) |
phi |
whether to calculate and display the phi coefficient of association - only for 2x2 tables |
html |
whether to format the resulting table with HTML tags. |
bgcol |
background color for the table if html=TRUE. |
lastone |
A flag that controls the names of the returned list. |
xtab will accept a formula referring to columns in a data frame or two explicit variable names. It calls calculate.xtab for the calculations and displays one or more tables of results by calling print.xtab. If html is TRUE, the resulting table will be formatted with HTML tags. The default value of lastone should not be changed.
The result of calculate.xtab if there is only one table to display, otherwise a nested list of tables.
Jim Lemon
test.df<-data.frame(sex=sample(c("MALE","FEMALE"),1000,TRUE), suburb=sample(1:4,1000,TRUE),social.type=sample(LETTERS[1:4],1000,TRUE)) xtab(sex~suburb+social.type,test.df,chisq=TRUE) # now add some value labels attr(test.df$suburb,"value.labels")<-1:4 names(attr(test.df$suburb,"value.labels"))<- c("Upper","Middle","Working","Slum") attr(test.df$social.type,"value.labels")<-LETTERS[1:4] names(attr(test.df$social.type,"value.labels"))<- c("Gregarious","Mixer","Aloof","Hermit") xtab(sex~suburb+social.type,test.df) # now have some fun with ridiculously long factor labels testxtab<-data.frame(firstbit=sample(c("Ecomaniacs","Redneck rogues"),50,TRUE), secondbit=sample(c("Macho bungy jumpers","Wimpy quiche munchers"),50,TRUE)) # and format the table in HTML and add some tests xtab(secondbit~firstbit,testxtab,html=TRUE,chisq=TRUE,phi=TRUE)
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