Title of article :
Temporal disaggregation and restricted forecasting of multiple population time series
Author/Authors :
E. Silva، نويسنده , , V. M. Guerrero&D. Pe?a، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Abstract :
This article presents some applications of time-series procedures to solve two typical problems that arise
when analyzing demographic information in developing countries: (1) unavailability of annual time series
of population growth rates (PGRs) and their corresponding population time series and (2) inappropriately
defined population growth goals in official population programs. These problems are considered as situations
that require combining information of population time series. Firstly, we suggest the use of temporal
disaggregation techniques to combine census data with vital statistics information in order to estimate
annual PGRs. Secondly, we apply multiple restricted forecasting to combine the official targets on future
PGRs with the disaggregated series. Then, we propose a mechanism to evaluate the compatibility of the
demographic goals with the annual data. We apply the aforementioned procedures to data of the Mexico
City Metropolitan Zone divided by concentric rings and conclude that the targets established in the official
program are not feasible. Hence, we derive future PGRs that are both in line with the official targets and
with the historical demographic behavior.We conclude that growth population programs should be based
on this kind of analysis to be supported empirically. So, through specialized multivariate time-series techniques,
we propose to obtain first an optimal estimate of a disaggregate vector of population time series
and then, produce restricted forecasts in agreement with some data-based population policies here derived
Keywords :
measurement error , preliminary series , compatibility testing , VAR models , demographic forecasting , Multivariate time series
Journal title :
JOURNAL OF APPLIED STATISTICS
Journal title :
JOURNAL OF APPLIED STATISTICS