دورية
Imputation of housing rents for owners using models with Heckman correction
العنوان: | Imputation of housing rents for owners using models with Heckman correction |
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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 |
تدمد: | 18643361 |
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DOI: | 10.18148/srm/2012.v6i2.5028 |