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.
Citations
This publication has been cited 1 time
In other Publications
- Saifullah, Md. Khaled, Fatimah Binti Kari, and Azmah Othman. 2018. Income dependency on non-timber forest products: An empirical evidence of the indigenous people in Peninsular Malaysia. Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, 135, no. 1, 215-231. Springer.
