TY - GEN AU - Brockwell,Peter J AU - Davis,Richard A TI - Introduction to time series and forecasting SN - 9783319298528 U1 - 519.55 PY - 2016/// CY - New York PB - Springer KW - Time-series analysis KW - Distribution (Probability theory) KW - Mathematical statistics N1 - Introduction -- Stationary Processes -- ARMA Models -- Spectral Analysis -- Modeling and Forecasting with ARMA Processes -- Nonstationary and Seasonal Time Series Models -- Time Series Models for Financial Data -- Multivariate Time Series -- State-Space Models -- Forecasting Techniques -- Further Topics -- Appendix A: Random Variables and Probability Distributions -- Appendix B: Statistical Complements -- Appendix C: Mean Square Convergence -- Appendix D: Lévy Processes, Brownian Motion and Itô Calculus -- Appendix E: An ITSM Tutorial -- References -- Index N2 - This book is aimed at the reader who wishes to gain a working knowledge of time series and forecasting methods as applied to economics, engineering, and the natural and social sciences ER -