Imputation of Gross Amounts from Net Incomes in Household Surveys. An Application using EUROMOD
AbstractHousehold micro-datasets often do not contain information on gross incomes. We present an algorithm which exploits the tax- and contribution rules built into tax-benefit models to convert net income information into gross amounts. Using EUROMOD, a multi-country taxbenefit model covering all fifteen countries of the European Union, net-to-gross conversions can be performed for a large number of countries utilising existing models of relevant fiscal rules. The algorithm takes into account all relevant complexities of tax- and contribution rules and can, thus, produce much more accurate results than statistical models which estimate netto- gross ratios using only a few explanatory variables. Among the features of the algorithm is the ability to distinguish between different individuals in the same household. Even if individuals’ incomes are taxed jointly, the algorithm is able to approximate separate net-togross factors for individuals in the same fiscal unit. This is possible since EUROMOD can accurately assign people to appropriate fiscal units. In addition, it is in certain cases possible to produce different net-to-gross ratios for different income components. We undertake a case study to illustrate the importance of deriving separate net-to-gross factors for different individuals within a household/fiscal unit and for different income sources of the same individual.
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Bibliographic InfoPaper provided by EconWPA in its series Computational Economics with number 0302001.
Date of creation: 07 Feb 2003
Date of revision:
Note: Type of Document - ; figures: included. EUROMOD web-site:
Contact details of provider:
Web page: http://220.127.116.11
Microsimulation; Imputation; Income; Net/Gross;
Find related papers by JEL classification:
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
This paper has been announced in the following NEP Reports:
- NEP-ALL-2003-02-10 (All new papers)
- NEP-CMP-2003-02-10 (Computational Economics)
- NEP-EEC-2003-02-10 (European Economics)
- NEP-PKE-2003-02-10 (Post Keynesian Economics)
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.:
- Julian McCrae, 1999. "The Development and Uses of Tax and Benefit Simulation Models," Brazilian Electronic Journal of Economics, Department of Economics, Universidade Federal de Pernambuco, vol. 2(1), January.
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