Estimation of social exclusion indicators from complex surveys: The R package laeken

A Alfons, M Templ - KU Leuven, Faculty of Business and …, 2012 - papers.ssrn.com
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 …

Robust estimation of economic indicators from survey samples based on Pareto tail modelling

A Alfons, M Templ, P Filzmoser - Journal of the Royal Statistical …, 2013 - academic.oup.com
Motivated by a practical application, the paper investigates robust estimation of 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 …

[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 …

[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 …

[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 …

[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 …