intsvy (version 2.9)

piaac.reg: Regression analysis for PIAAC

Description

piaac.reg performs linear regression analysis (OLS) for an observed depedent variable (NOT for plausible values)

Usage

piaac.reg(y, x, by, data, export = FALSE, name = "output", folder = getwd())

Value

piaac.reg returns a data frame with coefficients, standard errors and t-values. If "by" is specified, results are reported in a list. If the "by" argument is set, then the returning object is of the class "intsvy.reg" with overloaded function plot().

Arguments

y

Label for dependent variable.

x

Data labels of independent variables.

by

The label for the grouping variable, usually the countries (i.e., by="CNTRYID"), but could be any other categorical variable.

data

An R object, normally a data frame, containing the data from PIAAC.

export

A logical value. If TRUE, the output is exported to a file in comma-separated value format (.csv) that can be opened from LibreOffice or Excel.

name

The name of the exported file.

folder

The folder where the exported file is located.

See Also

pisa.reg, pirls.reg, timss.reg

Examples

if (FALSE) {
# install pbiecek/PIAAC package from github to have access to piaac data
piaac.reg(y="AGE_R", x="GENDER_R", by="CNTRYID", data=piaac)
}