Pubblicazioni

Autori:

DALLA CHIARA, Elena; D’Orazio, Marcello; Perali, Federico

Titolo:

Is Total Expenditure a Valid Proxy for Income in Statistical Matching? A Counterfactual Experiment

Anno:

2024

Tipologia prodotto:

Contributo in atti di convegno

Tipologia ANVUR:

Contributo in Atti di convegno

Lingua:

Inglese

Formato:

Elettronico

Titolo del Convegno:

SIS 2024 – The 52nd Scientific Meeting of the Italian Statistical Society

Luogo:

Bari, Italy

Periodo:

June 17-20, 2024

Casa editrice:

Springer

Intervallo pagine:

.-.

Parole chiave:

Income, Total expenditure, Statistical matching.

Breve descrizione dei contenuti:

A critical but very common experimental situation in statistical matching (SM), where an expenditure survey is linked to a living conditions survey that includes an estimate of income, is the absence within the common variables as a proxy of income or of consumption. Researchers have often been in the situation of giving up the matching and looking for data that already contained the characteristics they were looking for. The aim of this study is to test whether total expenditure is a statistically reliable common variable for income when matching two datasets that do not include the income variable or a proxy of it. Our initial results derived in terms of matching quality produce evidence in support of the plausibility of total expenditure as a substitute for income.

Id prodotto:

141566

Handle IRIS:

11562/1141386

ultima modifica:

10 ottobre 2024

Citazione bibliografica:

DALLA CHIARA, Elena; D’Orazio, Marcello; Perali, Federico, Is Total Expenditure a Valid Proxy for Income in Statistical Matching? A Counterfactual Experiment  in --- , Springer , Atti di "SIS 2024 – The 52nd Scientific Meeting of the Italian Statistical Society" , Bari, Italy , June 17-20, 2024 , 2024 , pp. .-.

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