How data quality affects our understanding of the earnings distribution

How data quality affects our understanding of the earnings distribution

This open access book demonstrates how data quality issues affect all surveys and proposes methods that can be utilised to deal with the observable components of survey error in a statistically sound manner. This book begins by profiling the post-Apartheid period in South Africa's history when...

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Detalles Bibliográficos
Autor principal: Daniels, Reza Che (-)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Singapore Springer Nature 2022
Singapore : 2022.
Materias:
Income distribution > Statistical methods.
Mathematical statistics.
Distribució de la renda
Estadística matemàtica
Methodology for Collecting
Estimating and Organizing Microeconomic Data
Survey Methods
Total Survey Error
Response Propensity Models
Multiple Imputation
Income Distribution
Llibres electrònics
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009670630806719
Tabla de Contenidos:
  • Introduction A Framework for Investigating Micro Data Quality, with Application to South African Labour Market Household Surveys Questionnaire Design and Response Propensities for Labour Income Micro Data Univariate Multiple Imputation for Coarse Employee Income Data Conclusion: How Data Quality Affects our Understanding of the Earnings Distribution

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