000 01410nam a2200205 a 4500
020 _a9780387947198
020 _a0387947191
082 _a519.55
_bBRO
100 _aBrockwell,Peter J.
245 _aIntroduction to time series and forecasting
260 _aNew York :
_bSpringer,
_c©1996.
300 _axiii, 420 pages :
_billustrations ;
_eCD Rom
490 _aSpringer texts in statistics.
500 _aIncludes Index
505 _a1. Introduction -- 2. Stationary processes -- 3. ARMA models -- 4. Spectral analysis -- 5. Modelling and forecasting with ARMA processes -- 6. Nonstationary and seasonal time series models -- 7. Multivariate time series -- 8. State-space models -- 9. Forecasting techniques -- 10. Further topics -- A. Random variables and probability distributions -- B. Statistical complements -- C. Mean square convergence -- D. An ITSM tutorial.
520 _aAssuming only a knowledge of basic calculus and elementary linear algebra, this text is aimed at those wishing to gain a working knowledge of time series and forecasting methods as applied in economics, engineering and the natural and social sciences. The emphasis is on methods and the analysis of data sets. Accompanying the book is a copy of the program "ITSM", which runs on DOS, Windows or Windows 95 platforms.
650 _aTime-series analysis.
700 _aDavis, Richard A.
942 _cREF
999 _c37190
_d37190