Simulation and quality of a synthetic close-to-reality employer–employee population

M Templ, P Filzmoser - Journal of Applied Statistics, 2014 - Taylor & Francis
It is of essential importance that researchers have access to linked employer–employee
data, but such data sets are rarely available for researchers or the public. Even in case that …

Multivariate optimal allocation with box-constraints

U Friedrich, R Münnich, M Rupp - Austrian Journal of Statistics, 2018 - ajs.or.at
Modern surveys aim at fostering accurate information on demographic and other variables.
The necessity for providing figures on regional levels and on a variety of subclasses leads to …

Evaluation of synthetic data generators on complex tabular data

O Thees, J Novák, M Templ - International Conference on Privacy in …, 2024 - Springer
Synthetic data generators are widely utilized to produce synthetic data, serving as a
complement or replacement for real data. However, the utility of data is often limited by its …

Monte-Carlo simulation studies in survey statistics: An appraisal

JP Burgard, P Dörr, RT Münnich - 2020 - econstor.eu
Innovations in statistical methodology is often accompanied by Monte-Carlo studies. In the
context of survey statistics two types of inferences have to be considered. First, the classical …

Estimation of a proportion in survey sampling using the logratio approach

K Hron, M Templ, P Filzmoser - Metrika, 2013 - Springer
The estimation of a mean of a proportion is a frequent task in statistical survey analysis, and
often such ratios are estimated from compositions such as income components, wage …

The pseudo-population concept

A Quatember, A Quatember - Pseudo-Populations: A Basic Concept in …, 2015 - Springer
Classical sampling theory addresses the effect of different sampling designs consisting of a
sampling method and estimation technique, on the efficiency of the estimation of a …

[PDF][PDF] Policy Recommendations and Methodological Report

R Münnich, A Alfons, C Bruch, P Filzmoser… - … Project Report WP10 …, 2011 - researchgate.net
A full benchmarking system is important to monitor policy performance and the impact of
European strategies on progress. This holds for the Lisbon strategy as well as for the Europe …

A Unified Framework for Statistical Disclosure Control

A Quatember, A Quatember - Pseudo-Populations: A Basic Concept in …, 2015 - Springer
Among the various application fields of the pseudo-population concept in statistical surveys,
the area of methods for statistical disclosure control (SDC) is exceptional in a certain sense …

Generalized Randomized Response Questioning Designs

A Quatember, A Quatember - Pseudo-Populations: A Basic Concept in …, 2015 - Springer
When questions on sensitive subjects, such as harassment at work, domestic violence,
illegal employment, number of abortions, income, or voting behavior, are asked by direct …

Nonresponse and Untruthful Answering

A Quatember, A Quatember - Pseudo-Populations: A Basic Concept in …, 2015 - Springer
Classical sampling theory considers only sampling errors and the effects of different
sampling designs on this type of errors. Therefore, it can be said to be a pure full response …