An object-oriented framework for statistical simulation: The R package simFrame
Simulation studies are widely used by statisticians to gain insight into the quality of
developed methods. Usually some guidelines regarding, eg, simulation designs …
developed methods. Usually some guidelines regarding, eg, simulation designs …
[PDF][PDF] The AMELI simulation study
The aim of the AMELI project is it to develop advanced methodology for measuring poverty
and social cohesion in Europe. To do so, extensive simulation is used to evaluate the …
and social cohesion in Europe. To do so, extensive simulation is used to evaluate the …
Contamination models in the R package simFrame for statistical simulation
Due to the complexity of robust statistical methods, simulation studies are widely used to
gain insight into the quality of these procedures. The R package simFrame is an object …
gain insight into the quality of these procedures. The R package simFrame is an object …
[PDF][PDF] Applications of Statistical Simulation in the Case of EU-SILC: Using the R Package simFrame
This paper demonstrates the use of simFrame for various simulation designs in a practical
application with EU-SILC data. It presents the full functionality of the framework regarding …
application with EU-SILC data. It presents the full functionality of the framework regarding …
[HTML][HTML] Vignette: Weighted BACON algorithms
T Schoch - rpm.org
The package wbacon implements a weighted variant of the BACON (blocked adaptive
computationally-efficient outlier nominators) algorithms Billor et al.(2000) for multivariate …
computationally-efficient outlier nominators) algorithms Billor et al.(2000) for multivariate …
[PDF][PDF] Effect of multivariate outlier detection and imputation on poverty and inequality indicators
B Hulliger, T Schoch - Swiss Statistics Meeting, Fribourg, 2011 - researchgate.net
Effect of multivariate outlier detection and imputation on poverty and inequality indicators Page
1 Effect of multivariate outlier detection and imputation on poverty and inequality indicators Beat …
1 Effect of multivariate outlier detection and imputation on poverty and inequality indicators Beat …
On statistical simulation and robust statistics with application to Laeken indicators and quality of life research
A Alfons - 2010 - repositum.tuwien.at
Due to the complexity of modern statistical methods, in particular in robust statistics,
obtaining analytical results about their properties is often virtually impossible. Consequently …
obtaining analytical results about their properties is often virtually impossible. Consequently …
[引用][C] New technique for high dimensional data: robust linear regression using L1-penalized mm-estimation
K SA Darwish - Fen Bilimleri Enstitüsü