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Erschienen in: Social Indicators Research 3/2018

22.11.2016

A Reduced Posetic Approach to the Measurement of Multidimensional Ordinal Deprivation

verfasst von: Marco Fattore, Alberto Arcagni

Erschienen in: Social Indicators Research | Ausgabe 3/2018

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Abstract

In this paper, we discuss the existence of particular systems of generators for posets associated to multidimensional systems of ordinal indicators and derive a reduced posetic procedure for the measurement of multidimensional ordinal deprivation. The proposal is motivated by the need to lessen the computational complexity of the original posetic procedure described in Fattore (Soc Indic Res 128(2):835–858, 2015), so as to make it applicable to larger multi-indicator systems, particularly to those comprising many variables scored on “short” scales, as typical in deprivation studies. The reduced procedure computes identification and severity functions based only on so-called lexicographic linear extensions. These are a particular generating system for the basic achievement poset, naturally associated to rankings of deprivation attributes. After motivating this choice, both from an interpretative and a computational point of view, the paper provides some simulated examples, comparing the reduced and the non-reduced procedures.

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Fußnoten
1
Generating systems can have different cardinalities; the smallest cardinality of a generating system of a poset \(\varPi\) is called the dimension of \(\varPi\).
 
2
In a generic finite poset, the level (sometimes called co-level) of an element can be defined as the length (i.e. the number of edges) of the shortest chain connecting it to a minimal element. See Patil and Taillie (2004) for more details on levels and co-levels.
 
3
Notice that here we are decomposing sets of linear extensions as union of specific subsets; posets are instead described in terms of intersections of linear extensions or, more generally, of other posets.
 
4
This explains formula (2), which is a recursive count of the number of linear extensions of the conditional and compensative components of poset \(\varvec{2}^{k+1}\).
 
5
Here, we consider relative severity as defined in formula (6) of Fattore (2016), i.e.
$$\begin{aligned} svr^*(\varvec{p})=\frac{1}{|\varOmega (\varPi )|}\sum _{\ell \in \varOmega (\varPi )}\frac{svr_{\ell }(\varvec{p})}{svr_{\ell }(\varvec{p}_{\bot })}, \end{aligned}$$
where \(svr_\ell (\varvec{p})\) is the severity of profile \(\varvec{p}\) in linear extension \(\ell\) and \(\varvec{p}_{\bot }\) is the minimum element of the achievement poset \(\varPi\); \(svr_\ell (\varvec{p})\) is the distance of \(\varvec{p}\) from the highest element of the threshold, in \(\ell\).
 
Literatur
Zurück zum Zitat Alkire, S., & Foster, J. (2011). Counting and multidimensional poverty measurement. Journal of Public Economics, 95(7–8), 476–487.CrossRef Alkire, S., & Foster, J. (2011). Counting and multidimensional poverty measurement. Journal of Public Economics, 95(7–8), 476–487.CrossRef
Zurück zum Zitat Alkire, S., & Foster, J. (2011). Understandings and misunderstandings of multidimensional poverty measurement. The Journal of Economic Inequality, 9(2), 289–314.CrossRef Alkire, S., & Foster, J. (2011). Understandings and misunderstandings of multidimensional poverty measurement. The Journal of Economic Inequality, 9(2), 289–314.CrossRef
Zurück zum Zitat Arcagni, A., & Fattore, M. (2014). PARSEC: An R package for poset-based evaluation of multidimensional poverty. In R. Bruggemann, L. Carlsen, & J. Wittmann (Eds.), Multi-indicator systems and modelling in partial order. Berlin: Springer. Arcagni, A., & Fattore, M. (2014). PARSEC: An R package for poset-based evaluation of multidimensional poverty. In R. Bruggemann, L. Carlsen, & J. Wittmann (Eds.), Multi-indicator systems and modelling in partial order. Berlin: Springer.
Zurück zum Zitat Bubley, R., & Dyer, M. (1999). Faster random generation of linear extensions. Discrete mathematics, 201, 81–88.CrossRef Bubley, R., & Dyer, M. (1999). Faster random generation of linear extensions. Discrete mathematics, 201, 81–88.CrossRef
Zurück zum Zitat Brightwell, G., & Winkler, P. (1991). Counting linear extensions. Order, 8, 225–242.CrossRef Brightwell, G., & Winkler, P. (1991). Counting linear extensions. Order, 8, 225–242.CrossRef
Zurück zum Zitat Cerioli, A., & Zani, S. (1990). A fuzzy approach to the measurement of poverty. In C. Dagum & M. Zenga (Eds.), Income and wealth distribution, inequality and poverty. Berlin: Springer-Verlag. Cerioli, A., & Zani, S. (1990). A fuzzy approach to the measurement of poverty. In C. Dagum & M. Zenga (Eds.), Income and wealth distribution, inequality and poverty. Berlin: Springer-Verlag.
Zurück zum Zitat De Loof, K., De Baets, B., & De Meyer, H. (2006). Exploiting the lattice of ideals representation of a poset. Fundamenta Informaticae, 71(2–3), 309–321. De Loof, K., De Baets, B., & De Meyer, H. (2006). Exploiting the lattice of ideals representation of a poset. Fundamenta Informaticae, 71(2–3), 309–321.
Zurück zum Zitat De Loof, K., De Baets, B., & De Meyer, H. (2008). Properties of mutual rank probabilities in partially ordered sets. In J. W. Owsinski & R. Bruggemann (Eds.), Multicriteria ordering and ranking: Partial orders, ambiguities and applied issues. Warsaw: Polish Academy of Sciences. De Loof, K., De Baets, B., & De Meyer, H. (2008). Properties of mutual rank probabilities in partially ordered sets. In J. W. Owsinski & R. Bruggemann (Eds.), Multicriteria ordering and ranking: Partial orders, ambiguities and applied issues. Warsaw: Polish Academy of Sciences.
Zurück zum Zitat Fattore, M., Bruggemann, R., & Owsiński, J. (2011). Using poset theory to compare fuzzy multidimensional material deprivation across regions. In S. Ingrassia, R. Rocci, & M. Vichi (Eds.), New perspectives in statistical modeling and data analysis. Berlin: Springer-Verlag. Fattore, M., Bruggemann, R., & Owsiński, J. (2011). Using poset theory to compare fuzzy multidimensional material deprivation across regions. In S. Ingrassia, R. Rocci, & M. Vichi (Eds.), New perspectives in statistical modeling and data analysis. Berlin: Springer-Verlag.
Zurück zum Zitat Fattore M., Maggino F., & Colombo E. (2012). From composite indicators to partial order: Evaluating socio-economic phenomena through ordinal data. In Maggino F. & Nuvolati G. (Eds.). Quality of life in Italy: Research and reflections. Social Indicators Research Series 48. New York: Springer. Fattore M., Maggino F., & Colombo E. (2012). From composite indicators to partial order: Evaluating socio-economic phenomena through ordinal data. In Maggino F. & Nuvolati G. (Eds.). Quality of life in Italy: Research and reflections. Social Indicators Research Series 48. New York: Springer.
Zurück zum Zitat Fattore, M., & Maggino, F. (2014). Partial orders in socio-economics: a practical challenge for poset theorists or a cultural challenge for social scientists? In R. Bruggemann, L. Carlsen, & J. Wittmann (Eds.), Multi-indicator systems and modelling in partial order. Berlin: Springer. Fattore, M., & Maggino, F. (2014). Partial orders in socio-economics: a practical challenge for poset theorists or a cultural challenge for social scientists? In R. Bruggemann, L. Carlsen, & J. Wittmann (Eds.), Multi-indicator systems and modelling in partial order. Berlin: Springer.
Zurück zum Zitat Fattore, M., & Maggino, F. (2015). A new method for measuring and analyzing suffering—Comparing suffering patterns in Italian society. In R. E. Anderson (Ed.), World suffering and the quality of life. New York: Springer. Fattore, M., & Maggino, F. (2015). A new method for measuring and analyzing suffering—Comparing suffering patterns in Italian society. In R. E. Anderson (Ed.), World suffering and the quality of life. New York: Springer.
Zurück zum Zitat Fattore, M. (2016). Partially ordered sets and the measurement of multidimensional ordinal deprivation. Social Indicators Research, 128(2), 835–858.CrossRef Fattore, M. (2016). Partially ordered sets and the measurement of multidimensional ordinal deprivation. Social Indicators Research, 128(2), 835–858.CrossRef
Zurück zum Zitat Neggers, J., & Kim, S. H. (1998). Basic posets. Singapore: World Scientific.CrossRef Neggers, J., & Kim, S. H. (1998). Basic posets. Singapore: World Scientific.CrossRef
Zurück zum Zitat Patil, G. P., & Taillie, C. (2004). Multiple indicators, partially ordered sets and linear extensions: Multi-criterion ranking and prioritization. Environmental and Ecological Statistics, 11, 199–228.CrossRef Patil, G. P., & Taillie, C. (2004). Multiple indicators, partially ordered sets and linear extensions: Multi-criterion ranking and prioritization. Environmental and Ecological Statistics, 11, 199–228.CrossRef
Zurück zum Zitat Schröder., (2002). Ordered set. An introduction. Birkäuser: Boston. Schröder., (2002). Ordered set. An introduction. Birkäuser: Boston.
Metadaten
Titel
A Reduced Posetic Approach to the Measurement of Multidimensional Ordinal Deprivation
verfasst von
Marco Fattore
Alberto Arcagni
Publikationsdatum
22.11.2016
Verlag
Springer Netherlands
Erschienen in
Social Indicators Research / Ausgabe 3/2018
Print ISSN: 0303-8300
Elektronische ISSN: 1573-0921
DOI
https://doi.org/10.1007/s11205-016-1501-4

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