Spatial microsimulation of personal income in Poland

Wojciech Roszka

Abstract

The paper presents an application of spatial microsimulation methods for generating a synthetic population to estimate personal income in Poland in 2011 using census tables and EU-SILC 2011 microdata set. The first section presents a research problem and a brief overview of modern estimation methods in application to small domains with particular emphasis on spatial microsimulation. The second section contains an overview of selected synthetic population generation methods. In the last section personal income estimation on NUTS 3 level is presented with special emphasis on the quality of estimates.
Author Wojciech Roszka (WIiGE / KS)
Wojciech Roszka,,
- Department of Statistics
Journal seriesStatistics in Transition, ISSN 1234-7655, e-ISSN 2450-0291, (N/A 40 pkt)
Issue year2019
Vol20
No3
Pages133-153
Publication size in sheets1
Keywords in Polishintegracja danych, mikrosymulacja przestrzenna, statystyka małych obszarów, generowanie syntetycznych danych
Keywords in Englishdata integration, spatial microsimulation, small area estimation, synthetic data generation
ASJC Classification1804 Statistics, Probability and Uncertainty; 2613 Statistics and Probability
DOIDOI:10.21307/stattrans-2019-028
URL https://sit.stat.gov.pl/Article/75
Languageen angielski
Score (nominal)40
Score sourcejournalList
ScoreMinisterial score = 40.0, 15-04-2020, ArticleFromJournal
Publication indicators Scopus SNIP (Source Normalised Impact per Paper): 2018 = 0.367
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