Comparison of Fuzzy C-Means and K-Means Clustering Performance: An Application on Household Budget Survey Data

Author(s):  
Songul Cinaroglu
2017 ◽  
Vol 5 (1) ◽  
pp. 1307642
Author(s):  
Yaroslav Murashov ◽  
Tatiana Ratnikova ◽  
Bernardo Spagnolo

2020 ◽  
Vol 18 (1) ◽  
pp. 165-184
Author(s):  
Gordana Radojevic ◽  
Mirjana Čizmović ◽  
Ana Mugoša ◽  
Tanja Laković

This study aims to test the impact of taxation policy on households’ spirits consumption on a regional level. To asses regional differences in spirits use and prevalence changes, due to price and income increase, we applied Two-part methodology on Household Budget Survey data. Using estimates of prevalence and conditional elasticity, we were capable of simulating the effects of price changes on consumption and public revenues. The results confirmed the positive impact of effective taxation policy – consumption decreases, and public revenues increase with evident regional differences. The paper contributes to the research of the consumption sensitivity to price and income changes, which was, until now, not empirically tested in Montenegro.


2021 ◽  
pp. 1-7
Author(s):  
Carlota QUINTAL ◽  
José LOPES

Financial protection is a core dimension of health system evaluation; therefore, several works on catastrophic health expenditure (CHE) have been developed. There are, however, some gaps in the literature; hence, this work aims to look at CHE from a different angle, analysing the money spent by households.


2017 ◽  
Vol 62 (10) ◽  
pp. 19-37
Author(s):  
Artur Czech ◽  
Teresa Słaby

The article presents the results of the household living standards research based on the analysis of consumption expenditure by voivodships. The research was conducted with the exception of voivodship capitals as they are national development centers with higher consumption. The assessment of the level and structure of consumption in the Mazowieckie voivodship made the authors narrow the scope of data, which showed a significant overestimation of the results due to the presence of Warsaw in the dataset. Taxonomic analysis methods in the form of classical and order measure were used in the research. The analysis was based on the set of characteristics generated on the basis of data for 2014 from the Household Budget Survey carried out by the CSO. Particular attention was paid to the households expenditure for which the need of aggregate variable construction was emphasized, related to leisure time spending as one of the living standard measure.


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