84 citations · 109 across the 12 of their papers we have counts for
13 papers
Simple bootstrap for linear mixed effects under model misspecification
Katarzyna Reluga, Stefan Sperlich
Linear mixed effects are considered excellent predictors of cluster-level parameters in various domains. However, previous work has shown that their performance can be seriously af…
Post-selection inference for linear mixed model parameters using the conditional Akaike information criterion
Gerda Claeskens, Katarzyna Reluga, Stefan Sperlich
We investigate the issue of post-selection inference for a fixed and a mixed parameter in a linear mixed model using a conditional Akaike information criterion as a model selection…
New Bias Calibration for Robust Estimation in Small Areas
Setareh Ranjbar, Elvezio Ronchetti, Stefan Sperlich
Using sample surveys as a cost effective tool to provide estimates for characteristics of interest at population and sub-populations (area/domain) level has a long tradition in "sm…
Simultaneous Inference for Empirical Best Predictors with a Poverty Study in Small Areas
Katarzyna Reluga, María-José Lombardía, Stefan Sperlich
Today, generalized linear mixed models are broadly used in many fields. However, the development of tools for performing simultaneous inference has been largely neglected in this d…
The economics of minority language use: theory and empirical evidence for a language game model
Stefan Sperlich, Jose-Ramon Uriarte
Language and cultural diversity is a fundamental aspect of the present world. We study three modern multilingual societies -- the Basque Country, Ireland and Wales -- which are end…
A Varying Coefficient Model for Assessing the Returns to Growth to Account for Poverty and Inequality
Max Köhler, Stefan Sperlich, Jisu Yoon
Various papers demonstrate the importance of inequality, poverty and the size of the middle class for economic growth. When explaining why these measures of the income distribution…