TY - BOOK AU - Shumway,Robert H. AU - Stoffer,David S. TI - Time series analysis and its applications: with R examples T2 - Springer texts in statistics SN - 9783319524511 U1 - 000SA.3 23 PY - 2017/// CY - Cham PB - Springer KW - Time-series analysis KW - Data processing. KW - R (Computer program language) N1 - Include index and bibliographical references and index; 1. Characteristics of time series -- 2. Time series regression and exploratory data analysis -- 3. ARIMA models -- 4. Spectral analysis and filtering -- 5. Additional time domain topics -- 6. State-space models -- 7. Statistical methods in the frequency domain -- Appendix A : Large sample theory -- Appendix B : Time domain theory -- Appendix C : spectral domain theory -- Appendix R: R supplement N2 - Time Series Analysis and Its Applications, presents a comprehensive treatment of both time and frequency domain methods with accompanying theory. Extensive examples illustrate solutions to climate change, monitoring a nuclear test ban treaty, evaluating the volatility of an asset, and more ER -