... 11 -- 2.3 Multiple Periodicities 17 -- 2.4 Orthogonality of Sinusoids 19 -- 2.5 Effect of Discrete Time ... ... -- 7.6 Complex Time Series -- 7.7 Sunspots: The Complex Series Appendix -- 8 The Spectrum -- 8.1 Periodogram ... ... Analysis of Wheat Prices -- 8.2 Analysis of Segments of a Series -- CONTENTS Xiii -- 8.3 Smoothing the ... ... Series Theory 167 -- 9.1 Stationary Time Series 167 -- 9.2 Continuous Spectra 173 -- 9.3 Time Averaging ... ... Domain Analysis 233 -- 11.2 Spatial Series 234 -- 11.3 Multiple Series 236 -- 11.4 Higher Order Spectra ...

... THE NATURE OF TIME SERIES 15 -- 1.1 DESCRIPTION OF TIME SERIES - 16 -- 1.2 WHITE NOISE - - 17 -- 1.3 ... ... STATIONARITY 17 -- 1A TRANSFORMATIONS OF TIME SERIES 19 -- 1.5 TREND, SEASONAL, AND IRREGULAR PATTERNS ... ... 21 -- 16 ARMA MODELS OF TIME SERIES 22 -- 1.7 STYLIZED EACTS ABOUT TIME SERIES 23 -- 2. ... ... NOTES ON TRENDS IN TIME SERIES -- SEASONALITY IN TIME SERIES — -- REMOVING SEASONAL PATTERNS ESTIMATING ... ... MULTIPLE TIME SERIES — 1A1 -- A.l VAR MODELS — 1A3 -- A.1.1 STRUCTURAL FORM, REDUCED FORM, AND IDENTIFICATION ...