Seasonal Adjustment of Economic Data by Application of the General Linear Statistical Model

Abstract This article presents a technique of seasonal adjustment of economic time series within the framework of the general linear statistical model. The technique is designed to be flexible enough to be applicable to varying types of economic time series. The first goal of the technique is the development of a specification that allows adequate flexibility in the estimation of the trend-cycle component of a time series. The second goal is the development of a method of handling changing seasonality. The results of applying the technique to simulated time series are presented. These are compared with the results of applying the Census X-11 method.

[1]  G. S. Fishman,et al.  Spectral Methods in Econometrics. , 1970 .

[2]  M. Nerlove,et al.  Some properties of "optimal" seasonal adjustment , 1970 .

[3]  W. Fuller GRAFTED POLYNOMIALS AS APPROXIMATING FUNCTIONS , 1969 .

[4]  Harry M. Rosenblatt,et al.  Spectral Evaluation of BLS and Census Revised Seasonal Adjustment Procedures , 1968 .

[5]  D. Jorgenson Seasonal Adjustment of Data for Econometric Analysis , 1967 .

[6]  M. D. Godfrey,et al.  Chapter 24. A Spectrum Analysis of Seasonal Adjustment , 1967 .

[7]  M. Lovell Alternative Axiomatizations of Seasonal Adjustment , 1966 .

[8]  M. Nerlove A Comparison of a Modified “Hannan” and the Bls Seasonal Adjustment Filters , 1965 .

[9]  Dale W. Jorgenson,et al.  Minimum Variance, Linear, Unbiased Seasonal Adjustment of Economic Time Series , 1964 .

[10]  C. Granger,et al.  Spectral Analysis for Economic Time Series , 1964 .

[11]  M. Nerlove SPECTRAL ANALYSIS OF SEASONAL ADJUSTMENT PROCEDURES , 1964 .

[12]  M. D. Godfrey,et al.  A spectrum analysis of seasonal adjustment , 1964 .

[13]  M. Lovell Seasonal Adjustment of Economic Time Series and Multiple Regression Analysis , 1963 .

[14]  N. Nettheim The seasonal adjustment of economic data by spectral methods , 1963 .

[15]  H. Theil,et al.  Economic Forecasts and Policy. , 1959 .

[16]  J. Marschak Personal and Collective Budget Functions , 1939 .

[17]  Horst Mendershausen Eliminating Changing Seasonals by Multiple Regression Analysis , 1939 .

[18]  Horst Mendershausen,et al.  Annual Survey of Statistical Technique: Methods of Computing and Eliminating Changing Seasonal Fluctuations , 1937 .

[19]  D. G. Watts,et al.  Spectral analysis and its applications , 1968 .

[20]  H. M. Rosenblatt Spectral analysis and parametric methods for seasonal adjustment of economic time series , 1965 .

[21]  N. Nettheim A spectral study of "overadjustment" for seasonality , 1965 .