A selective overview of skew-elliptical and related distributions and of their applications

C Adcock, A Azzalini - Symmetry, 2020 - mdpi.com
Within the context of flexible parametric families of distributions, much work has been
dedicated in recent years to the theme of skew-symmetric distributions, or symmetry …

Multilevel time-series models for small area estimation at different frequencies and domain levels

HJ Boonstra, J Van Den Brakel - The Annals of Applied Statistics, 2022 - projecteuclid.org
Multilevel time-series models for small area estimation at different frequencies and domain
levels Page 1 The Annals of Applied Statistics 2022, Vol. 16, No. 4, 2314–2338 https://doi.org/10.1214/21-AOAS1592 …

Multilevel time series modelling of mobility trends in the Netherlands for small domains

HJ Boonstra, J van den Brakel… - Journal of the Royal …, 2021 - academic.oup.com
The purpose of the Dutch Travel Survey is to produce reliable estimates on mobility of the
Dutch population. In this paper mobility trends are estimated at several aggregation levels …

Modeling random effects using global–local shrinkage priors in small area estimation

X Tang, M Ghosh, NS Ha… - Journal of the American …, 2018 - Taylor & Francis
Small area estimation is becoming increasingly popular for survey statisticians. One very
important program is Small Area Income and Poverty Estimation undertaken by the United …

Small area estimation using skew normal models

VRS Ferraz, FAS Moura - Computational Statistics & Data Analysis, 2012 - Elsevier
Two connected extensions of the Fay–Herriot small area level model that are of practical
and theoretical interest are proposed. The first extension allows for the sampling error to be …

A generalised semiparametric Bayesian Fay–Herriot model for small area estimation shrinking both means and variances

S Polettini - 2017 - projecteuclid.org
In survey sampling, interest often lies in unplanned domains (or small areas), whose sample
sizes may be too small to allow for accurate design-based inference. To improve the direct …

Small area models for skewed Brazilian business survey data

FAS Moura, AF Neves, DBN Silva - Journal of the Royal …, 2017 - academic.oup.com
Summary The Brazilian Institute of Geography and Statistics performs an annual service
survey that focuses on segments of the tertiary sector. Sample estimates for some economic …

Small Area Estimation Using Robust Extensions to Area Level Models: Theory, Implementation and Simulation Studies

S Warnholz - 2016 - refubium.fu-berlin.de
The demand for reliable small area statistics from sample surveys has grown substantially
over the past decades due to their growing use in public and private sectors. The field of …

A hierarchical latent class model for predicting disability small area counts from survey data

E Fabrizi, GE Montanari… - Journal of the Royal …, 2016 - academic.oup.com
We consider the estimation of the number of severely disabled people by using data from
the Italian survey on 'Health conditions and appeal to Medicare'. In this survey, disability is …

How the sampling variances affect the linear predictor of the Fay-Herriot model

L Marcis, MC Pagliarella, R Salvatore - Metron, 2024 - Springer
Abstract The Fay-Herriot model can be seen as a linear mixed-effects model, with known
within-subject variance parameters. These values are given by the sampling variances of …