Estimation of social exclusion indicators from complex surveys: The R package laeken
Units sampled from nite populations typically come with di fferent inclusion probabilities.
Together with additional preprocessing steps of the raw data, this yields unequal sampling …
Together with additional preprocessing steps of the raw data, this yields unequal sampling …
Robust estimation of economic indicators from survey samples based on Pareto tail modelling
Motivated by a practical application, the paper investigates robust estimation of economic
indicators from survey samples based on a semiparametric Pareto tail model. Economic …
indicators from survey samples based on a semiparametric Pareto tail model. Economic …
Divergence based robust estimation of the tail index through an exponential regression model
A Ghosh - Statistical Methods & Applications, 2017 - Springer
The extreme value theory is very popular in applied sciences including finance, economics,
hydrology and many other disciplines. In univariate extreme value theory, we model the data …
hydrology and many other disciplines. In univariate extreme value theory, we model the data …
[PDF][PDF] AMELIA-Data Description V0. 2.2
JP Burgard, F Ertz, H Merkle… - AMELIA-Data …, 2017 - amelia.uni-trier.de
AMELIA is an artificial dataset that enables and fosters comparative and reproducible
research involving sampling design-based simulations. The purpose of such simulations is …
research involving sampling design-based simulations. The purpose of such simulations is …
[PDF][PDF] AMELIA—Data description v0. 2.3. 1
JP Burgard, F Ertz, H Merkle, R Münnich - 2020 - amelia.uni-trier.de
AMELIA is an artificial dataset that enables and fosters comparative and reproducible
research involving sampling design-based simulations. The purpose of such simulations is …
research involving sampling design-based simulations. The purpose of such simulations is …
[PDF][PDF] Robust semiparametric estimation of economic indicators from survey samples
A Alfons, M Templ, P Filzmoser - 2011 - researchgate.net
Economic data typically contain variables with heavily tailed distributions. For analysis, the
Pareto distribution is frequently used to model the tails of such variables. In the survey …
Pareto distribution is frequently used to model the tails of such variables. In the survey …
[PDF][PDF] R Programmes for Robust Procedures Including Manual
B Hulliger, A Alfons, P Filzmoser, A Meraner, T Schoch… - 2011 - researchgate.net
Workpackage 4 of the AMELI project has developed methods to deal with the estimation of
complex population characteristics, the Laeken-indicators, for heavily asymmetric and zero …
complex population characteristics, the Laeken-indicators, for heavily asymmetric and zero …