Imputation of Missing Data Using R Package

• Authors: Misztal, Małgorzata

Title variants

EN

Imputacja brakujących danych z wykorzystaniem środowiska R

Abstracts

EN

Missing data are quite common in practical applications of statistical methods. Imputation is general statistical method for the analysis of incomplete data sets. The goal of the paper is to review selected imputation techniques. Special attention is paid to methods implemented in some packages working in the R environment. An example is presented to show how to handle missing values using a few procedures of single and multiple imputation implemented in R.

Keywords

EN

missing values; single imputation; single imputation; R – project

• Publisher: Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
• Journal: Acta Universitatis Lodziensis. Folia Oeconomica
• Year: 2012
• Volume: 269

Dates

published

2012

Contributors

author

Misztal, Małgorzata

other

Uniwersytet Łódzki; Wydział Ekonomiczno-Socjologiczny; Instytut Statystyki i Demografii

Identifiers

URI

http://hdl.handle.net/11089/1893