Determinants of Fertility –- An Application of Machine Learning Techniques

Schmitt C (2007)
In: Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006). Ferrer-i-Carbonell A, Grabka MM, Kroh M (Eds); Schmollers Jahrbuch, 127/1. .

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Ferrer-i-Carbonell, Ada ; Grabka, Markus M. ; Kroh, Martin
Abstract
The paper at hand applies machine learning techniques to investigate first birth transitions. The methods do not rely an distribution assumptions and require only few preconditions for application. The results are compatible with contemporary demographic research, highlighting - among other factors - the Status of relationship, income and the distribution of labour in the family. Machine learning techniques may thus be used as explorative method in the social sciences as well as tool for an in-depth analysis in future research as they are especially suited to process large data sets.
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Schmitt C. Determinants of Fertility –- An Application of Machine Learning Techniques. In: Ferrer-i-Carbonell A, Grabka MM, Kroh M, eds. Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006). Schmollers Jahrbuch. Vol 127/1. 2007.
Schmitt, C. (2007). Determinants of Fertility –- An Application of Machine Learning Techniques. In A. Ferrer-i-Carbonell, M. M. Grabka, & M. Kroh (Eds.), Schmollers Jahrbuch: Vol. 127/1. Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006).
Schmitt, C. (2007). “Determinants of Fertility –- An Application of Machine Learning Techniques” in Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006), ed. A. Ferrer-i-Carbonell, M. M. Grabka, and M. Kroh Schmollers Jahrbuch, vol. 127/1,.
Schmitt, C., 2007. Determinants of Fertility –- An Application of Machine Learning Techniques. In A. Ferrer-i-Carbonell, M. M. Grabka, & M. Kroh, eds. Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006). Schmollers Jahrbuch. no.127/1
C. Schmitt, “Determinants of Fertility –- An Application of Machine Learning Techniques”, Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006), A. Ferrer-i-Carbonell, M.M. Grabka, and M. Kroh, eds., Schmollers Jahrbuch, vol. 127/1, 2007.
Schmitt, C.: Determinants of Fertility –- An Application of Machine Learning Techniques. In: Ferrer-i-Carbonell, A., Grabka, M.M., and Kroh, M. (eds.) Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006). Schmollers Jahrbuch. 127/1, (2007).
Schmitt, Christian. “Determinants of Fertility –- An Application of Machine Learning Techniques”. Proceedings of the 7th International Conference of German Socio-Economic Panel Study Users (SOEP 2006). Ed. Ada Ferrer-i-Carbonell, Markus M. Grabka, and Martin Kroh. 2007.Vol. 127/1. Schmollers Jahrbuch.
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