To move or not to move to find a new job: spatial duration time model with dynamic covariate effects

Kauermann G, Westerheide N (2012)
Journal of Applied Statistics 39(5): 995-1009.

Zeitschriftenaufsatz | Veröffentlicht| Englisch
 
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Abstract / Bemerkung
The aim of this paper is to show the flexibility and capacity of penalized spline smoothing as estimation routine for modelling duration time data. We analyse the unemployment behaviour in Germany between 2000 and 2004 using a massive database from the German Federal Employment Agency. To investigate dynamic covariate effects and differences between competing job markets depending on the distance between former and recent working place, a functional duration time model with competing risks is used. It is build upon a competing hazard function where some of the smooth covariate effects are allowed to vary with unemployment duration. The focus of our analysis is on contrasting the spatial, economic and individual covariate effects of the competing job markets and on analysing their general influence on the unemployed's re-employment probabilities. As a result of our analyses, we reveal differences concerning gender, age and education. We also discover an effect between the newly formed and the old West German states. Moreover, the spatial pattern between the considered job markets differs.
Stichworte
penalized spline smoothing; spatial duration time models with competing; risks; duration of unemployment
Erscheinungsjahr
2012
Zeitschriftentitel
Journal of Applied Statistics
Band
39
Ausgabe
5
Seite(n)
995-1009
ISSN
0266-4763
eISSN
1360-0532
Page URI
https://pub.uni-bielefeld.de/record/2510087

Zitieren

Kauermann G, Westerheide N. To move or not to move to find a new job: spatial duration time model with dynamic covariate effects. Journal of Applied Statistics. 2012;39(5):995-1009.
Kauermann, G., & Westerheide, N. (2012). To move or not to move to find a new job: spatial duration time model with dynamic covariate effects. Journal of Applied Statistics, 39(5), 995-1009. doi:10.1080/02664763.2011.634394
Kauermann, G., and Westerheide, N. (2012). To move or not to move to find a new job: spatial duration time model with dynamic covariate effects. Journal of Applied Statistics 39, 995-1009.
Kauermann, G., & Westerheide, N., 2012. To move or not to move to find a new job: spatial duration time model with dynamic covariate effects. Journal of Applied Statistics, 39(5), p 995-1009.
G. Kauermann and N. Westerheide, “To move or not to move to find a new job: spatial duration time model with dynamic covariate effects”, Journal of Applied Statistics, vol. 39, 2012, pp. 995-1009.
Kauermann, G., Westerheide, N.: To move or not to move to find a new job: spatial duration time model with dynamic covariate effects. Journal of Applied Statistics. 39, 995-1009 (2012).
Kauermann, Göran, and Westerheide, Nina. “To move or not to move to find a new job: spatial duration time model with dynamic covariate effects”. Journal of Applied Statistics 39.5 (2012): 995-1009.