crosstab: Cross Tabulation

In misty: Miscellaneous Functions 'T. Yanagida'

Cross Tabulation

Description

This function creates a two-way and three-way cross tabulation with absolute frequencies and row-wise, column-wise and total percentages.

Usage

crosstab(...,  data = NULL, print = c("no", "all", "row", "col", "total"),
         freq = TRUE, split = FALSE, na.omit = TRUE, digits = 2, as.na = NULL,
         write = NULL, append = TRUE, check = TRUE, output = TRUE)

Arguments

...	a matrix or data frame with two or three columns. Alternatively, an expression indicating the variable names in data. Note, variable names are specified without quotes '' or double quotes "", e.g., crosstab(x1, x2, data = dat). Note that the operators ., +, -, ~, :, ::, and ! can also be used to select variables, see 'Details' in the df.subset function.
data	a data frame when specifying one or more variables in the argument .... Note that the argument is NULL when specifying a matrix or data frame for the argument ....
print	a character string or character vector indicating which percentage(s) to be printed on the console, i.e., no percentages ("no") (default), all percentages ("all"), row-wise percentages ("row"), column-wise percentages ("col"), and total percentages ("total").
freq	logical: if TRUE (default), absolute frequencies will be included in the cross tabulation.
split	logical: if TRUE, output table is split in absolute frequencies and percentage(s).
na.omit	logical: if TRUE (default), incomplete cases are removed before conducting the analysis (i.e., listwise deletion).
digits	an integer indicating the number of decimal places digits to be used for displaying percentages.
as.na	a numeric vector indicating user-defined missing values, i.e. these values are converted to NA before conducting the analysis.
write	a character string naming a file for writing the output into either a text file with file extension ".txt" (e.g., "Output.txt") or Excel file with file extension ".xlsx" (e.g., "Output.xlsx"). If the file name does not contain any file extension, an Excel file will be written.
append	logical: if TRUE (default), output will be appended to an existing text file with extension .txt specified in write, if FALSE existing text file will be overwritten.
check	logical: if TRUE (default), argument specification is checked.
output	logical: if TRUE (default), output is printed on the console.

Value

Returns an object of class misty.object, which is a list with following entries:

call	function call
type	type of analysis
data	matrix or data frame specified in ...
args	specification of function arguments
result	list with result tables, i.e., crosstab for the cross tabulation, freq.a for the absolute frequencies, perc.r for the row-wise percentages, perc.c for the column-wise percentages, perc.t for the total percentages

Author(s)

Takuya Yanagida [e-mail]

write.result, freq, descript, multilevel.descript, na.descript.

References

Rasch, D., Kubinger, K. D., & Yanagida, T. (2011). Statistics in psychology - Using R and SPSS. John Wiley & Sons.

Examples

#----------------------------------------------------------------------------
# Two-Dimensional Table

# Example 1a: Cross Tabulation for 'vs' and 'am'
crosstab(mtcars[, c("vs", "am")])

# Example 1b: Alternative specification using the 'data' argument
crosstab(vs, am, data = mtcars)

# Example 2: Cross Tabulation, print all percentages
crosstab(mtcars[, c("vs", "am")], print = "all")

# Example 3: Cross Tabulation, print row-wise percentages
crosstab(mtcars[, c("vs", "am")], print = "row")

# Example 4: Cross Tabulation, print col-wise percentages
crosstab(mtcars[, c("vs", "am")], print = "col")

# Example 5: Cross Tabulation, print total percentages
crosstab(mtcars[, c("vs", "am")], print = "total")

# Example 6: Cross Tabulation, print all percentages, split output table
crosstab(mtcars[, c("vs", "am")], print = "all", split = TRUE)

#----------------------------------------------------------------------------
# Three-Dimensional Table

# Example 7a: Cross Tabulation for 'vs', 'am', ane 'gear'
crosstab(mtcars[, c("vs", "am", "gear")])

# Example 7b: Alternative specification using the 'data' argument
crosstab(vs:gear, data = mtcars)

# Example 8: Cross Tabulation, print all percentages
crosstab(mtcars[, c("vs", "am", "gear")], print = "all")

# Example 9: Cross Tabulation, print all percentages, split output table
crosstab(mtcars[, c("vs", "am", "gear")], print = "all", split = TRUE)

## Not run: 
# Example 10a: Write results into a text file
crosstab(mtcars[, c("vs", "am")], print = "all", write = "Crosstab.txt")

# Example 10b: Write results into an Excel file
crosstab(mtcars[, c("vs", "am")], print = "all", write = "Crosstab.xlsx")

result <- crosstab(mtcars[, c("vs", "am")], print = "all", output = FALSE)
write.result(result, "Crosstab.xlsx")

## End(Not run)

misty documentation built on Oct. 24, 2024, 5:10 p.m.