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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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Bibliographic Details
Main Author: Daniels, Reza Che
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2022, 2022
Edition:1st ed. 2022
Subjects:
Data Analysis And Big Data
Statistical Theory And Methods
Methodology Of Data Collection And Processing
Survey Methodology
Sampling (statistics)
Statistics 
Quantitative Research
African Economics
African History
Africa / Economic Conditions
Africa / History
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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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