Topics of statistical theory for register‐based statistics and data integration

LC Zhang - Statistica Neerlandica, 2012 - Wiley Online Library
Official statistics production based on a combination of data sources, including sample
survey, census and administrative registers, is becoming more and more common …

How far from identifiability? A systematic overview of the statistical matching problem in a non parametric framework

PL Conti, D Marella, M Scanu - Communications in Statistics …, 2017 - Taylor & Francis
Statistical matching consists in estimating the joint characteristics of two variables observed
in two distinct and independent sample surveys, respectively. In a parametric setup, ranges …

Statistical matching analysis for complex survey data with applications

PL Conti, D Marella, M Scanu - Journal of the American Statistical …, 2016 - Taylor & Francis
The goal of statistical matching is the estimation of a joint distribution having observed only
samples from its marginals. The lack of joint observations on the variables of interest is the …

Measuring and communicating the uncertainty in official economic statistics

GL Mazzi, J Mitchell, F Carausu - Journal of Official Statistics, 2021 - journals.sagepub.com
Official economic statistics are uncertain even if not always interpreted or treated as such.
From a historical perspective, this article reviews different categorisations of data …

[PDF][PDF] Statistical matching of income and consumption expenditures

G Donatiello, M D'Orazio, D Frattarola… - International Journal of …, 2014 - academia.edu
The purpose of this paper is to evaluate the possibility of applying statistical matching on two
different data sources to create an integrated database with detailed information on …

An integrated database to measure living standards

ED Chiara, M Menon, F Perali - Journal of official statistics, 2019 - journals.sagepub.com
This study generates an integrated database to measure living standards in Italy using
propensity score matching. We follow the recommendations of the Commission on the …

Statistical matching and uncertainty analysis in combining household income and expenditure data

PL Conti, D Marella, A Neri - Statistical Methods & Applications, 2017 - Springer
Among the goals of statistical matching, a very important one is the estimation of the joint
distribution of variables not jointly observed in a sample survey but separately available from …

On proxy variables and categorical data fusion

LC Zhang - Journal of Official Statistics, 2015 - journals.sagepub.com
The problem of inference about the joint distribution of two categorical variables based on
knowledge or observations of their marginal distributions, to be referred to as categorical …

[PDF][PDF] Statistical matching and imputation of survey data with StatMatch

M D'Orazio - Italian National Institute of Statistics: Rome, Italy, 2017 - Citeseer
Statistical matching techniques aim at integrating two or more data sources (usually data
from sample surveys) referred to the same target population. In the basic statistical matching …

Statistical matching as a supplement to record linkage: a valuable method to tackle nonconsent bias?

J Gessendorfer, J Beste, J Drechsler… - Journal of official …, 2018 - journals.sagepub.com
Record linkage has become an important tool for increasing research opportunities in the
social sciences. Surveys that perform record linkage to administrative records are often …