Map Intersection Based Merging Schemes for Administrative Data Sources and an Application to Germany

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Map Intersection Based Merging Schemes for Administrative Data Sources and an Application to Germany

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Arntz, Melanie
Wilke, Ralf A.

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Abstract

In many situations the applied researcher wants to combine different data sources without knowing the exact link and merging rule. This paper introduces a theoretical framework how two different regional administrative data sources can be merged. It presents different merging schemes based on the area size of intersections between both regional entities. Estimates of intersection areas are derived from a digital map intersection. The theoretical framework derives conditions for the unbiasedness of estimated intersections and merging rules. The paper also presents conditions under which the choice of merging rule does not matter and illustrates the theoretical results with a simulation study. An application to German counties and federal employment office districts illustrates the applicability of the approach. It delivers merging schemes for regional data sources of the federal German statistical office and of the federal German employment office. --

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Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 05-20.

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Date of creation: 2005
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Handle: RePEc:zbw:zewdip:3177

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Find related papers by JEL classification:
C89 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Other
C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
R10 - Urban, Rural, and Regional Economics - - General Regional Economics - - - General

References listed on IDEAS
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.:

Ridder, Geert & Tunali, Insan, 1999. "Stratified partial likelihood estimation," Journal of Econometrics, Elsevier, vol. 92(2), pages 193-232, October. [Downloadable!] (restricted)
Other versions:
- Ridder, G. & Tunali, I., 1997. "Stratified Partial Likelihood Estimation," Papers 1997/17, Koc University.
- Geert Ridder & Insan Tunali, 1997. "Stratified Partial Likelihood Estimation," Tinbergen Institute Discussion Papers 97-127/4, Tinbergen Institute.
Fitzenberger, Bernd & Wilke, Ralf A., 2004. "Unemployment Durations in West-Germany Before and After the Reform of the Unemployment Compensation System During the 1980s," ZEW Discussion Papers 04-24, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research. [Downloadable!]

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(explanations, 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.)

Arntz, Melanie, 2005. "The Geographical Mobility of Unemployed Workers : Evidence from West Germany," ZEW Discussion Papers 05-34, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research. [Downloadable!]

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