3 papers
stat.ME2021
New randomized response technique for estimating the population total of a quantitative variable
Jaromir Antoch, Francesco Mola, Ondrej Vozar
In this paper, a new randomized response technique aimed at protecting respondents' privacy is proposed. It is designed for estimating the population total, or the population mean,…
math.OC2019
A class of optimization problems motivated by rank estimators in robust regression
Michal Cerny, Miroslav Rada, Jaromir Antoch +1
A rank estimator in robust regression is a minimizer of a function which depends (in addition to other factors) on the ordering of residuals but not on their values. Here we focus…
math.PR2017
Outliers and related problems
Lev B. Klebanov, Jaromir Antoch, Andrea Karlova +1
We define outliers as a set of observations which contradicts the proposed mathematical (statistical) model and we discuss the frequently observed types of the outliers. Further we…