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psych (version 1.1.11)

describe.by: Basic summary statistics by group

Description

Report basic summary statistics by a grouping variable. Useful if the grouping variable is some experimental variable and data are to be aggregated for plotting. Partly a wrapper for by and describe

Usage

describe.by(x, group,mat=FALSE,...)

Arguments

x
a data.frame or matrix
group
a grouping variable or a list of grouping variables
mat
provide a matrix output rather than a list
...
parameters to be passed to describe

Value

  • A data.frame of the relevant statistics broken down by group: item name item number number of valid cases mean standard deviation median mad: median absolute deviation (from the median) minimum maximum skew standard error

Details

To get descriptive statistics for several different grouping variables, make sure that group is a list. In the case of matrix output with multiple grouping variables, the grouping variable values are added to the output.

See Also

describe

Examples

Run this code
data(sat.act)
describe.by(sat.act,sat.act$gender) #just one grouping variable	
#describe.by(sat.act,list(sat.act$gender,sat.act$education))  #two grouping variables
des.mat <- describe.by(sat.act$age,sat.act$education,mat=TRUE) #matrix  (data.frame) output 
des.mat <- describe.by(sat.act$age,list(sat.act$education,sat.act$gender),mat=TRUE)  #matrix output

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