| 書(shū)目名稱(chēng) | How Data Quality Affects our Understanding of the Earnings Distribution | | 編輯 | Reza Che Daniels | | 視頻video | http://file.papertrans.cn/429/428587/428587.mp4 | | 概述 | This 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 | | 圖書(shū)封面 |  | | 描述 | .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...This book then investigates questionnaire design and item nonresponse by building a response propensity modelfor the employee income question in two South African labour market surveys: the October Household Survey (OHS, 1997-1999) and the Labour Force Survey (LFS, 2000-2003). This time period isolates a period of cha | | 出版日期 | Book‘‘‘‘‘‘‘‘ 2022 | | 關(guān)鍵詞 | Methodology for Collecting; Estimating and Organizing Microeconomic Data; Survey Methods; Total Survey | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-19-3639-5 | | isbn_softcover | 978-981-19-3641-8 | | isbn_ebook | 978-981-19-3639-5 | | copyright | The Editor(s) (if applicable) and The Author(s) 2022 |
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