TY - JOUR
T1 - Polarization, growth and social policy in the case of Israel, 1997-2008
AU - García-Fernández, Rosa María
AU - Gottlieb, Daniel
AU - Palacios-González, Federico
PY - 2012/10/24
Y1 - 2012/10/24
N2 - In this paper we study income polarization by first comparing the efficiency of two statistical models to identify the number of poles in the income distribution empirically. The statistical models used are a multi-resolution analysis (MRA) and a log-normal approach (LNA). We then apply the methodology to Israeli income data over the years 1997-2008 in order to empirically detect the number of income classes as sub-populations of incomes concentrated around an optimally determined number of poles. After that we compute polarization using a multiplicative normalized polarization measure, developed by Palacios-González and García- Fernández (An Intra-Group Variance Based Polarization Measure, 2010), which consists of three interacting components based on well-known axioms of Esteban and Ray (Extensions of a Measure of Polarization OCDE Countries, 1994). Finally we study the causes of the obtained polarization results in a multinomial logit analysis.
AB - In this paper we study income polarization by first comparing the efficiency of two statistical models to identify the number of poles in the income distribution empirically. The statistical models used are a multi-resolution analysis (MRA) and a log-normal approach (LNA). We then apply the methodology to Israeli income data over the years 1997-2008 in order to empirically detect the number of income classes as sub-populations of incomes concentrated around an optimally determined number of poles. After that we compute polarization using a multiplicative normalized polarization measure, developed by Palacios-González and García- Fernández (An Intra-Group Variance Based Polarization Measure, 2010), which consists of three interacting components based on well-known axioms of Esteban and Ray (Extensions of a Measure of Polarization OCDE Countries, 1994). Finally we study the causes of the obtained polarization results in a multinomial logit analysis.
KW - Income distribution
KW - Multiresolution analysis
KW - Polarization
KW - Poverty
UR - http://www.scopus.com/inward/record.url?scp=84876206183&partnerID=8YFLogxK
U2 - 10.5018/economics-ejournal.ja.2013-15
DO - 10.5018/economics-ejournal.ja.2013-15
M3 - Article
AN - SCOPUS:84876206183
SN - 1864-6042
VL - 7
JO - Economics
JF - Economics
ER -