Theil_T: Theil T

In wINEQ: Inequality Measures for Weighted Data

Theil T

Description

Computes Theil_T inequality measure of a given variable taking into account weights.

Usage

Theil_T(X, W = rep(1, length(X)))

Arguments

X	is a data vector
W	is a vector of weights

Details

Theil T index is defined as:

T_{T} = T_{\alpha=1} = \frac{1}{N} \sum_{i=1}^N \frac{ x_{i} }{\mu} ln \big( \frac{ x_{i} }{\mu} \big)

where

\mu = \frac{1}{N} \sum_{i=1}^N x_{i}

Value

The value of Theil_T coefficient.

References

Serebrenik A., van den Brand M.: Theil index for aggregation of software metrics values. 26th IEEE International Conference on Software Maintenance. IEEE Computer Society.

Conceição P., Ferreira P.: (2000) The Young Person’s Guide to the Theil Index: Suggesting Intuitive Interpretations and Exploring Analytical Applications

OECD: (2020) Regions and Cities at a Glance 2020, Chapter: Indexes and estimation techniques

Examples

# Compare weighted and unweighted result
X=1:10
W=1:10
Theil_T(X)
Theil_T(X,W)

data(Tourism)
# Theil T coefficient for Total expenditure with sample weights
X=Tourism$`Total expenditure`
W=Tourism$`Sample weight`
Theil_T(X,W)

wINEQ documentation built on April 21, 2023, 5:06 p.m.