Is Random Forest a Superior Methodology for Predicting Poverty? An Empirical Assessment
Author:
Affiliation:
1. Independent Consultant; Copenhagen Denmark
2. Innohead; Copenhagen Denmark
Publisher
Wiley
Subject
Sociology and Political Science
Reference22 articles.
1. Random forests.“;Breiman;Machine Learning,2001
2. Carletto , C. T. Kilic 2009 Moving up the ladder? The impact of migration experience on occupational mobility in Albania
3. Castle , J. L. X. Qin W. R. Reed . 2009 How to pick the best regression equation: A review and comparison of model selection algorithms
4. Small area estimation-based prediction methods to track poverty: Validation and applications;Christiaensen;Journal of Economic Inequality,2012
5. Dang , H.-A. H. P. F. Lanjouw U. Serajuddin 2014 Updating poverty estimates at frequent intervals in the absence of consumption data methods and illustration with reference to a middle-income country
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