Titlebook: How Data Quality Affects our Understanding of the Earnings Distribution; Reza Che Daniels Book‘‘‘‘‘‘‘‘ 2022 The Editor(s) (if applicable)

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978-981-19-3641-8The Editor(s) (if applicable) and The Author(s) 2022

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https://doi.org/10.1007/978-981-19-3639-5Methodology for Collecting; Estimating and Organizing Microeconomic Data; Survey Methods; Total Survey

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Reza Che DanielsThis book is open access, which means that you have free and unlimited access.Provides survey methodologists, survey companies and data scientists with a unifying framework.Offers practical examples o

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A Framework for Investigating Microdata Quality, with Application to South African Labour Market Horamework to articulate the forms of statistical imprecision that exist in any public-use dataset. The magnitudes of statistical imprecision are largely dependent on the efficacy of the survey organisation’s data quality control protocols, which are, in turn, affected by human resource and budget constraints.

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Book‘‘‘‘‘‘‘‘ 2022omponents of survey error in a statistically sound manner. This book begins by profiling the post-Apartheid period in South Africa‘s history when the sampling frame and survey methodology for household surveys was undergoing periodic changes due to the changing geopolitical landscape in the country.

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