Other formats:
BibTeX
LaTeX
RIS
@inproceedings{8228, author = {Berka, Petr and Vrabec, Michal and Marek, Luboš}, address = {Prague}, booktitle = {Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making}, edition = {1.}, editor = {Masahiro Inuiguchi, Radim Jiroušek, Václav Kratochvíl}, keywords = {wage distributions; mixture models}, howpublished = {tištěná verze "print"}, language = {eng}, location = {Prague}, isbn = {978-80-7378-400-3}, pages = {1-12}, publisher = {MatFyzPress}, title = {On stability and interpretability of mixture models of wage distributions.}, url = {http://cjs.utia.cas.cz/proceedings.pdf}, year = {2019} }
TY - JOUR ID - 8228 AU - Berka, Petr - Vrabec, Michal - Marek, Luboš PY - 2019 TI - On stability and interpretability of mixture models of wage distributions. PB - MatFyzPress CY - Prague SN - 9788073784003 KW - wage distributions KW - mixture models UR - http://cjs.utia.cas.cz/proceedings.pdf L2 - http://cjs.utia.cas.cz/proceedings.pdf N2 - When considering a mixture model, the key question is what should be the components of the model. A mixture model can be created using two different approaches. In the first approach, the model is created manually, based on user-specified components, their weights and parameters of the components. In the second approach, the model is created completely from data. The partitioning will be done automatically, we need not even to specify the number of components.We will compare both approaches addressing the issues of stability and interpretability of the created models. Data concerning the wages of Czech employees collected for more than twenty years will be used in our study. ER -
BERKA, Petr, Michal VRABEC and Luboš MAREK. On stability and interpretability of mixture models of wage distributions. In Masahiro Inuiguchi, Radim Jiroušek, Václav Kratochvíl. \textit{Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making}. 1st ed. Prague: MatFyzPress, 2019, p.~1-12. ISBN~978-80-7378-400-3.
|