The lag analysis in modelling of relationship of economic time series

Citation
J. Arlt et S. Radkovsky, The lag analysis in modelling of relationship of economic time series, POLIT EKON, 49(1), 2001, pp. 58-73
Citations number
7
Categorie Soggetti
Economics
Journal title
POLITICKA EKONOMIE
ISSN journal
00323233 → ACNP
Volume
49
Issue
1
Year of publication
2001
Pages
58 - 73
Database
ISI
SICI code
0032-3233(2001)49:1<58:TLAIMO>2.0.ZU;2-D
Abstract
The distributed lags models enable the construction of the lag mean, median and variance. The estimators of parameters of the distributed lags models and the autoregressive distributed lags models enable to create the estimat ors of these basic characteristics. It is obvious that the Values of estima tors depend on the form of the time series transformation. The methodology of selection of suitable transformation of time series is based on the prin ciple of maximization of the likelihood function. The computation of basic characteristics of the lags in the econometric model is illustrated on the example of the analysis of relationship between the interest rates on new g ranted credits and 1R PRIBOR. This analysis revealed some changes in charac ter of dependency of time series and changes of values of estimators of bas ic lag characteristics in the period since 1993. In this connection the rec ursive analysis gave valuable information.