Electronic Resource

How Data Quality Affects our How Data Quality Affects our Understanding of the Earnings DistributionUnderstanding 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 the sampling frame and survey methodology for household surveys was undergoing periodic changes due to the changing geopolitical landscape in the country. This book profiles how different components of error had disproportionate magnitudes in different survey years, including coverage error, sampling error, nonresponse error, measurement error, processing error and adjustment error. The parameters of interest concern the earnings distribution, but despite this outcome of interest, the discussion is generalizable to any question in a random sample survey of households or firms.

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Detail Information

Series Title

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Call Number

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Publisher

: Springer Nature Singapore., 2022

Collation

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Language

ISBN/ISSN

9789811936395

Classification

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Content Type

text

Media Type

computer

Carrier Type

online resource

Edition

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Subject(s)

Specific Detail Info

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Statement of Responsibility

Reza Che Daniels

Other Information

Cataloger

heri

Source

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Validator

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Digital Object Identifier (DOI)

https://link.springer.com/book/10.1007/978-981-19-3639-5

Journal Volume

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Journal Issue

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Subtitle

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Parallel Title

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