Semi-parametric Models for Satisfaction with Income
AbstractAn overview is presented of some parametric and semi-parametric models, estimators, and specification tests that can be used to analyze ordered response variables.In particular, limited dependent variable models that generalize or-dered probit are compared to regression models that generalize the linear model.These techniques are then applied to analyze how self-reported satisfaction with household income relates to household income, family composition, and other background variables.Data are drawn from the 1998 wave of the German Socio-Economic Panel.The results are used to estimate equivalence scales and the cost of children.We find that the standard ordered probit model is rejected, while some semi-parametric specifications survive specification tests against nonpara-metric alternatives.The estimated equivalence scales, however, are often similar for the parametric and semi-parametric specifications.
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Bibliographic InfoPaper provided by Tilburg University, Center for Economic Research in its series Discussion Paper with number 2002-87.
Date of creation: 2002
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Web page: http://center.uvt.nl
incomes; semiparametric estimation; satisfaction;
Other versions of this item:
- Charles Bellemare & Bertrand Melenberg & Arthur van Soest, 2002. "Semi-parametric models for satisfaction with income," CeMMAP working papers CWP12/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Han, Aaron K., 1987. "Non-parametric analysis of a generalized regression model : The maximum rank correlation estimator," Journal of Econometrics, Elsevier, vol. 35(2-3), pages 303-316, July.
- Kapteyn, A.J., 1994.
"The measurement of household cost functions: Revealed preference versus subjective measures,"
Open Access publications from Tilburg University
urn:nbn:nl:ui:12-364386, Tilburg University.
- Kapteyn, Arie, 1994. "The Measurement of Household Cost Functions: Revealed Preference versus Subjective Measures," Journal of Population Economics, Springer, vol. 7(4), pages 333-50, November.
- Lewbel, Arthur, 1989. "Household equivalence scales and welfare comparisons," Journal of Public Economics, Elsevier, vol. 39(3), pages 377-391, August.
- Dustmann, C. & Soest, A.H.O. van, 1999.
"Parametric and Semiparametric Estimation in Models with Misclassified Categorical Dependent Variables,"
1999-51, Tilburg University, Center for Economic Research.
- Dustmann, Christian & van Soest, Arthur, 2000. "Parametric and Semiparametric Estimation in Models with Misclassified Categorical Dependent Variables," IZA Discussion Papers 218, Institute for the Study of Labor (IZA).
- Powell, James L & Stock, James H & Stoker, Thomas M, 1989. "Semiparametric Estimation of Index Coefficients," Econometrica, Econometric Society, vol. 57(6), pages 1403-30, November.
- Browning, Martin, 1992. "Children and Household Economic Behavior," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1434-75, September.
- Melenberg, B. & Soest, A.H.O. van, 1996. "Measuring the costs of children: Parametric and semiparametric estimators," Open Access publications from Tilburg University urn:nbn:nl:ui:12-72215, Tilburg University.
- van Praag, Bernard M. S., 1991. "Ordinal and cardinal utility : An integration of the two dimensions of the welfare concept," Journal of Econometrics, Elsevier, vol. 50(1-2), pages 69-89, October.
- Ichimura, H., 1991. "Semiparametric Least Squares (sls) and Weighted SLS Estimation of Single- Index Models," Papers 264, Minnesota - Center for Economic Research.
- Horowitz, Joel L, 2001. "Nonparametric Estimation of a Generalized Additive Model with an Unknown Link Function," Econometrica, Econometric Society, vol. 69(2), pages 499-513, March.
- Kapteyn, A.J., 1994. "The measurement of household cost functions: Revealed preference versus subjective measures," Discussion Paper 1994-3, Tilburg University, Center for Economic Research.
- Christian Dudel & Notburga Ott & Martin Werding, 2013.
"Maintaining One's Living Standard at Old Age - What Does That Mean?: Evidence Using Panel Data from Germany,"
SOEPpapers on Multidisciplinary Panel Data Research
563, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Christian Dudel & Notburga Ott & Martin Werding, 2013. "Maintaining One's Living Standard at Old Age: What Does that Mean? Evidence Using Panel Data from Germany," CESifo Working Paper Series 4223, CESifo Group Munich.
- Biewen, Martin & Juhasz, Andos, 2013. "A Goodness-of-Fit Approach to Estimating Equivalence Scales," IZA Discussion Papers 7209, Institute for the Study of Labor (IZA).
- Kuklys, W. & Robeyns, I., 2004. "Sen’s Capability Approach to Welfare Economics," Cambridge Working Papers in Economics 0415, Faculty of Economics, University of Cambridge.
- Stefan Boes & Rainer Winkelmann, 2005.
"Ordered Response Models,"
SOI - Working Papers
0507, Socioeconomic Institute - University of Zurich.
- Wiebke Kuklys, 2004. "A Monetary Approach to Capability Measurement of the Disabled - Evidence from the UK," Papers on Strategic Interaction 2004-08, Max Planck Institute of Economics, Strategic Interaction Group.
- Wiebke Kuklys & Ingrid Robeyns, 2004. "Sens's Capability Approach to Welfare Economics," Papers on Strategic Interaction 2004-03, Max Planck Institute of Economics, Strategic Interaction Group.
- Wilke, Ralf A., 2005.
"Semiparametric Estimation of Consumption Based Equivalence Scales: The Case of Germany,"
ZEW Discussion Papers
04-53 [rev.], ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Ralf A. Wilke, 2006. "Semi-parametric estimation of consumption-based equivalence scales: the case of Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 781-802.
- Wilke, Ralf A., 2004. "Semiparametric Estimation of Consumption Based Equivalence Scales: The Case of Germany," ZEW Discussion Papers 04-53, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
- Gregory Connor & Thomas Flavin, 2013. "Irish Mortgage Default Optionality," Economics, Finance and Accounting Department Working Paper Series n243-13.pdf, Department of Economics, Finance and Accounting, National University of Ireland - Maynooth.
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