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 …
A D'Ambrosio, M Aria, R Siciliano - Journal of classification, 2012 - Springer
Abstract Framework of this paper is statistical data editing, specifically how to edit or impute missing or contradictory data and how to merge two independent data sets presenting some …
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 …
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 …
Statistical matching is progressively emerging as a straightforward approach to data integration. This method of increasing importance and interest is useful to address the …
In the framework of regression trees, this paper provides a recursive partitioning methodology to deal with a non-standard response variable. Specifically, either multivalued …
N Solaro, A Barbiero, G Manzi… - Journal of Statistical …, 2018 - Taylor & Francis
An extensive investigation via simulation is carried out with the aim of comparing three nonparametric, single imputation methods in the presence of multiple data patterns. The …
This study aims to improve the regional well‐being literature on the so‐called “reversal issue” of the expenditure‐happiness nexus, accounting for two main sources of …
A unified principled framework for resampling based on pseudo-populations: Asymptotic theory Page 1 Bernoulli 26(2), 2020, 1044–1069 https://doi.org/10.3150/19-BEJ1138 A unified …