Intercensal Updating Using Structure-Preserving Methods and Satellite Imagery

Author:

Koebe Till1,Arias-Salazar Alejandra1,Rojas-Perilla Natalia2,Schmid Timo3

Affiliation:

1. Department of Economics Freie Universität Berlin , Berlin , Germany

2. Department of Analytics in the Digital Era United Arab Emirates University , Al Ain , United Arab Emirates

3. Institute of Statistics Otto-Friedrich-Universität Bamberg , Bamberg , Germany

Abstract

Abstract Censuses are fundamental building blocks of most modern-day societies, yet collected every 10 years at best. We propose an extension of the widely popular census updating technique structure-preserving estimation by incorporating auxiliary information in order to take ongoing subnational population shifts into account. We apply our method by incorporating satellite imagery as additional source to derive annual small-area updates of multidimensional poverty indicators from 2013 to 2020 for a population at risk: female-headed households in Senegal. We evaluate the performance of our proposal using data from two different census periods.

Publisher

Oxford University Press (OUP)

Subject

Statistics, Probability and Uncertainty,Economics and Econometrics,Social Sciences (miscellaneous),Statistics and Probability

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