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Imputation of housing rents for owners using models with Heckman correction

التفاصيل البيبلوغرافية
العنوان: Imputation of housing rents for owners using models with Heckman correction
المؤلفون: Hulliger, Beat, Wiegand, Gordon
المصدر: Survey Research Methods, 6, 2, 95-103
بيانات النشر: DEU, 2012.
سنة النشر: 2012
مصطلحات موضوعية: Sozialwissenschaften, Soziologie, Social sciences, sociology, anthropology, Erhebungstechniken und Analysetechniken der Sozialwissenschaften, Methods and Techniques of Data Collection and Data Analysis, Statistical Methods, Computer Methods, quantitative Methode, Methode, Methodenforschung, Hauseigentümer, Einkommen, Modell, Modellrechnung, quantitative method, method, methodological research, homeowner, income, model, mathematical modeling
الوصف: "The direct income of owners and tenants of dwellings is not comparable since the owners have a hidden income from the investment in their dwelling. This hidden income is considered a part of the disposable income of owners. It may be predicted with the help of a linear model of the rent. Since such a model must be developed and estimated for tenants with observed market rents a selection bias may occur. The selection bias can be minimized through a Heckman correction. The paper applies the Heckman correction to data from the Swiss Statistics on Income and Living Conditions. The Heckman method is adapted to the survey context, the modeling process including the choice of covariates is explained and the effect of the prediction using the model is discussed." (author's abstract)
نوع الوثيقة: Zeitschriftenartikel
journal article
تدمد: 1864-3361
DOI: 10.18148/srm/2012.v6i2.5028
URL الوصول: http://www.ssoar.info/ssoar/handle/document/44228
حقوق: Deposit Licence - Keine Weiterverbreitung, keine Bearbeitung
Deposit Licence - No Redistribution, No Modifications
رقم الأكسشن: edsgso.44228
قاعدة البيانات: SSOAR – Social Science Open Access Repository
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