Arbeitspapier

Profiling Poverty with Multivariate Adaptive Regression Splines

zu Verbundenen Objekten

Using data from the 2003 Family Income and Expenditure Survey and 2005 Community-based Monitoring System for a city, Multivariate Adaptive Regression Splines (MARS) is used in identifying household poverty correlates in the Philippines. Models produced by MARS are more parsimonious yet contain theoretically and empirically sound set of household poverty correlates and have high accuracy in identifying a poor household. MARS provides a better alternative to logistic regression for a more efficient and effective implementation of a proxy means test in the identification of potential beneficiaries of poverty alleviation programs.

Sprache
Englisch

Erschienen in
Series: PIDS Discussion Paper Series ; No. 2009-29

Klassifikation
Wirtschaft
Thema
community-based monitoring system
multivariate adaptive regression splines
logistic regression
poverty correlates
proxy means test
Armut
Privater Haushalt
Regressionsanalyse
Statistischer Test
Philippinen

Ereignis
Geistige Schöpfung
(wer)
Barrios, Erniel B.
Mina, Christian D.
Ereignis
Veröffentlichung
(wer)
Philippine Institute for Development Studies (PIDS)
(wo)
Makati City
(wann)
2009

Handle
Letzte Aktualisierung
10.03.2025, 11:45 MEZ

Datenpartner

Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Original beim Datenpartner anzeigen

Objekttyp

  • Arbeitspapier

Beteiligte

  • Barrios, Erniel B.
  • Mina, Christian D.
  • Philippine Institute for Development Studies (PIDS)

Entstanden

  • 2009

Ähnliche Objekte (12)

Survival analysis with multivariate adaptive regression splines

Hochschulschrift

Survival analysis with multivariate adaptive regression splines

Knowledge accelerator by transversal competences and multivariate adaptive regression splines

Knowledge accelerator by transversal competences and multivariate adaptive regression splines

Multivariate approximation and splines

Konferenzschrift | Kongress

Multivariate approximation and splines

Locally Adaptive Regression Splines

Locally Adaptive Regression Splines

Recent progress in multivariate splines

Recent progress in multivariate splines

Slope stability evaluation using backpropagation neural networks and multivariate adaptive regression splines

Slope stability evaluation using backpropagation neural networks and multivariate adaptive regression splines

Unterteilungsalgorithmen für multivariate Splines, ein geometrischer Zugang

Hochschulschrift

Unterteilungsalgorithmen für multivariate Splines, ein geometrischer Zugang

A characterization of supersmoothness of multivariate splines

A characterization of supersmoothness of multivariate splines

Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team’s Behavior Models

Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team’s Behavior Models

Determining Seismic Bearing Capacity of Footings Embedded in Cohesive Soil Slopes Using Multivariate Adaptive Regression Splines

Determining Seismic Bearing Capacity of Footings Embedded in Cohesive Soil Slopes Using Multivariate Adaptive Regression Splines

Modeling of kappa factor using multivariate adaptive regression splines: application to the western Türkiye ground motion dataset

Modeling of kappa factor using multivariate adaptive regression splines: application to the western Türkiye ground motion dataset

Kronecker-Produkte und multivariate Tensorprodukt Splines auf gestreuten Daten

Hochschulschrift

Kronecker-Produkte und multivariate Tensorprodukt Splines auf gestreuten Daten

Verbundene Objekte