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How Data Quality Affects our Understanding of the Earnings Distribution

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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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Bibliographic Details
Main Author: Daniels, Reza Che (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2022.
Edition:1st ed. 2022.
Subjects:
Statistics .
Sampling (Statistics).
Quantitative research.
Africa > Economic conditions.
Africa > History.
Statistical Theory and Methods.
Survey Methodology.
Data Analysis and Big Data.
Methodology of Data Collection and Processing.
African Economics.
African History.
Online Access:Link to Metadata
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Table of Contents:
  • 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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