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Book Cover
Book
Author Wildi, Marc.

Title Signal extraction : efficient estimation, 'unit root'-tests and early detection of turning points / Marc Wildi
Edition First edition
Published Berlin : Springer, [2005]
©2005

Copies

Location Call no. Vol. Availability
 MELB  330.0112 Will/See  AVAILABLE
Description xi, 279 pages : illustrations ; 24 cm
Series Lecture notes in economics and mathematical systems, 0075-8442 ; 547
Lecture notes in economics and mathematical systems ; 547
Contents Machine derived contents note: Theory: Introduction; Model-Based Approaches; QMP-ZPC Filters; The Periodogram; Direct Filter Approach (DFA); Finite Sample Problems and Regularity.- Empirical Results: Empirical Comparisons: Mean Square Performance; Empirical Comparisons: Turning Point Detection; Conclusion
Summary The book provides deep insights into the signal extraction problem - especially at the boundary of a sample, where asymmetric filters must be used - and how to solve it optimally. The traditional model-based approach (TRAMO/SEATS or X-12-ARIMA) is an inefficient estimation method because it relies on one-step ahead forecasting performances (of a model) whereas the signal extraction problem implicitly requires good multi-step ahead forecasts also. Unit roots are important properties of the input signal because they generate a set of constraints for the best extraction filter. Since traditional
Notes Formerly CIP. Uk
Bibliography Includes bibliographical references (pages [275]-279)
Subject Economic forecasting -- Mathematical models.
Economic forecasting.
LC no. 2004111007
ISBN 3540229353 (paperback)