giniindex {ClaimsProblems} | R Documentation |
Gini index
Description
This function returns the Gini index of any rule for a claims problem.
Usage
giniindex(E, d, Rule)
Arguments
E |
The endowment. |
d |
The vector of claims. |
Rule |
A rule: AA, APRO, CE, CEA, CEL, DT, MO, PIN, PRO, RA, Talmud. |
Details
Let E> 0
be the endowment to be divided and d\in \mathcal{R}^n
the vector of claims
with d\ge 0
and such that D=\sum_{i=1}^{n} d_i\ge E
, the sum of claims D
exceeds the endowment.
Rearrange the claims from small to large, 0 \le d_1 \le...\le d_n
. The Gini index is a number aimed at measuring the degree of inequality in a distribution.
The Gini index of the rule R
for the problem (E,d)
, denoted by G(R,E,d)
, is
the ratio of the area that lies between the identity line and the Lorenz curve of the rule over the total area under the identity line.
Let R_0(E,d)=0
. For each k=0,\dots,n
define
X_k=\frac{k}{n}
and
Y_k=\frac{1}{E} \sum_{j=0}^{k} R_j(E,d)
. Then
G(R,E,d)=1-\sum_{k=1}^{n}(X_{k}-X_{k-1})(Y_{k}+Y_{k-1}).
In general 0\le G(R,E,d) \le 1
.
Value
The Gini index of a rule for a claims problem and the Gini index of the vector of claims.
References
Ceriani, L. and Verme, P. (2012). The origins of the Gini index: extracts from Variabilitá e Mutabilitá (1912) by Corrado Gini. The Journal of Economic Inequality, 10(3), 421-443.
Mirás Calvo, M.Á., Núñez Lugilde, I., Quinteiro Sandomingo, C., and Sánchez Rodríguez, E. (2022). Deviation from proportionality and Lorenz-domination for claims problems. Rev Econ Design. doi: 10.1007/s10058-022-00300-y
See Also
lorenzcurve, cumawardscurve, deviationindex, indexgpath, lorenzdominance.
Examples
E=10
d=c(2,4,7,8)
Rule=AA
giniindex(E,d,Rule)
# The Gini index of the proportional awards coincides with the Gini index of the vector of claims
giniindex(E,d,PRO)