[引用][C] Statistical matching: Theory and practice

M D'Orazio - 2006 - books.google.com
There is more statistical data produced in today's modern society than ever before. This data
is analysed and cross-referenced for innumerable reasons. However, many data sets have …

[PDF][PDF] Uncertainty analysis in statistical matching

PL Conti, D Marella, M Scanu - Journal of Official Statistics, 2012 - scb.se
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 …

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 …

Multiple imputation for combined-survey estimation with incomplete regressors in one but not both surveys

MS Rendall, B Ghosh-Dastidar… - … methods & research, 2013 - journals.sagepub.com
Within-survey multiple imputation (MI) methods are adapted to pooled-survey regression
estimation where one survey has more regressors, but typically fewer observations, than the …

Statistical matching of multiple sources: A look through coherence

B Vantaggi - International Journal of Approximate Reasoning, 2008 - Elsevier
In several applications there is the need to consider different data sources and to integrate
information: a specific case is the so-called statistical matching, where data sources have …

Statistical matching of sample survey data: application to integrate Iranian time use and labour force surveys

Z Rezaei Ghahroodi - Statistical Methods & Applications, 2023 - Springer
Survey data are still contemplated as one of the main sources in official statistics. However,
due to the high cost of conducting a survey, as well as the respondent burden, it may not be …

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 …

A nonparametric, multiple imputation-based method for the retrospective integration of data sets

MM Carrig, D Manrique-Vallier, KW Ranby… - Multivariate …, 2015 - Taylor & Francis
Complex research questions often cannot be addressed adequately with a single data set.
One sensible alternative to the high cost and effort associated with the creation of large new …

Statistical matching using kernel canonical correlation analysis and super-organizing map

H Annoye, A Beretta, C Heuchenne - Expert Systems with Applications, 2024 - Elsevier
The potential to study and improve different aspects of our lives is ever growing thanks to the
abundance of data available in today's modern society. Scientists and researchers often …