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Der Einsatz von Missing Data Techniken in der Arbeitsmarktforschung des IAB

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Author Info
Rässler, Susanne (Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany])
Abstract

"Der Beitrag gibt einen Überblick über aktuelle Forschungsprojekte des Instituts für Arbeitsmarkt- und Berufsforschung (IAB), die sich alle auf unterschiedliche Weise mit der Behebung von Problemen mit Missing Data befassen. Hierzu gehören einerseits Projekte, die Stichproben verwenden wie das IAB-Betriebspanel, die IAB-Beschäftigtenstichprobe oder die Erhebung der offenen Stellen, die entweder wie alle Stichprobenerhebungen durch Antwortausfälle beeinträchtigt sind oder aber zensierte Beobachtungen aufweisen. Auf der anderen Seite zählen hierzu Forschungsprojekte, die versuchen, unterschiedliche Datengrundlagen vereinbar zu machen, die auf verschiedenen regionalen oder klassifikatorischen Abgrenzungen beruhen. Außerdem wird das Projekt TrEffeR des IAB und der Bundesagentur für Arbeit (BA) vorgestellt, das der oft ausgesprochenen Forderung gerecht wird, die Maßnahmen der aktiven Arbeitsmarktpolitik auf breiter Basis zu evaluieren und diese Erkenntnisse für das operative Geschäft der BA nutzbar macht." (Autorenreferat, IAB-Doku)

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Publisher Info
Paper provided by Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany] in its series IAB-Forschungsbericht with number 200618.

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Length: 41 pages
Date of creation: 26 Oct 2006
Date of revision:
Handle: RePEc:iab:iabfob:200618

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Related research
Keywords: Datengewinnung; Datenqualität; prozessproduzierte Daten; Arbeitsmarktforschung; Datenaufbereitung;

Find related papers by JEL classification:
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods
J68 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Public Policy
J64 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Unemployment: Models, Duration, Incidence, and Job Search
C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Bayesian Analysis
C63 - Mathematical and Quantitative Methods - - Mathematical Methods and Programming - - - Computational Techniques
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods
J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts

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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.:
  1. Stephan, Gesine & Rässler, Susanne & Schewe, Torben, 2006. "Wirkungsanalyse in der Bundesagentur für Arbeit : Konzeption, Datenbasis und ausgewählte Befunde," IAB Discussion Paper 200607, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany]. [Downloadable!]
  2. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February. [Downloadable!] (restricted)
    Other versions:
  3. Kölling, Arnd & Rässler, Susanne, 2004. "Editing and multiply imputing German establishment panel data to estimate stochastic production frontier models," IAB Discussion Paper 200405, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany]. [Downloadable!]
  4. Marco Caliendo & Reinhard Hujer, 2006. "The microeconometric estimation of treatment effects—An overview," AStA Advances in Statistical Analysis, Springer, vol. 90(1), pages 199-215, March. [Downloadable!] (restricted)
    Other versions:
  5. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, 06. [Downloadable!] (restricted)
    Other versions:
  6. Susanne Rässler & Regina Riphahn, 2006. "Survey item nonresponse and its treatment," AStA Advances in Statistical Analysis, Springer, vol. 90(1), pages 217-232, March. [Downloadable!] (restricted)
  7. Gartner, Hermann & Rässler, Susanne, 2005. "Analyzing the changing gender wage gap based on multiply imputed right censored wages," IAB Discussion Paper 200505, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany]. [Downloadable!]
  8. Chib, Siddhartha, 1992. "Bayes inference in the Tobit censored regression model," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 79-99. [Downloadable!] (restricted)
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