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Seasonal adjustment of bank deposits and loans

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Author Info
Andrea Silvestrini () (Banca d'Italia)

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Abstract

This paper illustrates the seasonal adjustment procedure for bank deposits and loans, focusing on the policy for the revision of seasonally adjusted data. Seasonal adjustment is semi-automatic when the commonly used software package, TRAMO-SEATS, is used to produce seasonally adjusted series. With reference to the frequency of seasonally adjusted data revisions, three alternative methods (current adjustment, concurrent adjustment, partial concurrent adjustment) are tested according to a quantitative criterion. A simulation study measures the speed of convergence of the estimates, obtained with these three updating methods, to reach a “final" estimate to be used as a benchmark. The results favour the use of the partial concurrent adjustment method, that suggests identifying the ARIMA model and the effects of the deterministic components once a year, and updating the corresponding coefficients once a month.

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File URL: http://www.bancaditalia.it/pubblicazioni/econo/quest_ecofin_2/qf_42/QEF_42.pdf
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Publisher Info
Paper provided by Bank of Italy, Economic Research Department in its series Questioni di Economia e Finanza (Occasional Papers) with number 42.

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Date of creation: Mar 2009
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Handle: RePEc:bdi:opques:qef_42_09

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Postal: Via Nazionale, 91 - 00184 Roma
Web page: http://www.bancaditalia.it
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Related research
Keywords: destagionalizzazione; partial concurrent adjustment;

Find related papers by JEL classification:
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions
C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software

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This page was last updated on 2009-11-20.


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