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2012554389 contributor B12685582.
2012554389 created "2012.".
2012554389 date "2012".
2012554389 date "2012.".
2012554389 dateCopyrighted "2012.".
2012554389 description "Includes bibliographical references and index.".
2012554389 description "pt. 1. Bootstrap and tests for linearity of a time series. 1. Bootstrap methods for time series / J-P. Kreiss and S. Lahiri -- 2. Testing time series linearity: traditional and bootstrap methods / A. Berg / T. McMurry and D. N. Politis -- 3. The quest for nonlinearity in Time Series / S. Giannerini -- pt. II. Nonlinear time series. 4. Modelling nonlinear and nonstationary time series / D. Tjøstheim -- 5. Markov switching time series models / J. Franke -- 6. A review of robust estimation under conditional heteroscedasticity / K. Mukherjee -- pt. III. High dimensional time series. 7. Functional time series / S. Hörmann and P. Kokoszka -- 8. Covariance matrix estimation in Time Series / W. B. Wu and H. Xiao -- pt. IV. Time series and quantile regression. 9. Time series quantile regressions / Z. Xiao -- pt. V Biostatistical applications. 10. Frequency domain techniques in the analysis of DNA sequences / D. Stoffer -- 11. Spatial time series modelling for fMRI data analysis in neurosciences / T. Ozaki -- 12. Count time series models / K. Fokianos -- pt. VI. Nonstationary time series. 13. Locally stationary processes / R. Dahlhaus -- 14. Analysis of multivariate non-stationary time series using the localised Fourier Library, H. Ombao -- 15. An alternative perspective on stochastic coefficient regression models / S. Subba Rao -- pt. VII. Spatio-Temporal Time Series. 16. Hierarachical Bayesian models for space-time air pollution data / S. Sahu -- 17. Karhunen-Loeve expansion for temporal and spatio-temporal processes / L. Fontanella and L. Ippoliti -- 18. Statistical analysis of spatio-temporal models and their applications / T. Subba Rao and G. Terdik -- pt. VIII. Continuous time series. 19. Lévy-driven time series models for financial data / P. Brockwell and A. Lindner -- 20. Discrete and continuous time extremes of stationary processes / K. F. Turkman -- pt. IX. Spectral and Wavelet Methods. -- 21. The estimation of Frequency / B. G. Quinn -- 22. A wavelet variance primer / D. B. Percival and D. Mondal -- pt. X. Computational methods. 23. Time Series Analysis with R / A. I. McLeod / H. Yu and E. Mahdi.".
2012554389 extent "xviii, 755 p. :".
2012554389 identifier "0444538585 (hbk.)".
2012554389 identifier "9780444538581 (hbk.)".
2012554389 isPartOf "Handbook of statistics ; v. 30".
2012554389 isPartOf "Handbook of statistics ; v. 30.".
2012554389 issued "2012".
2012554389 issued "2012.".
2012554389 language "eng".
2012554389 publisher "Amsterdam ; London : North Holland,".
2012554389 subject "519.55 23".
2012554389 subject "QA276 .A1 H23".
2012554389 subject "QA280 .T538 2012".
2012554389 subject "Time-series analysis.".
2012554389 tableOfContents "pt. 1. Bootstrap and tests for linearity of a time series. 1. Bootstrap methods for time series / J-P. Kreiss and S. Lahiri -- 2. Testing time series linearity: traditional and bootstrap methods / A. Berg / T. McMurry and D. N. Politis -- 3. The quest for nonlinearity in Time Series / S. Giannerini -- pt. II. Nonlinear time series. 4. Modelling nonlinear and nonstationary time series / D. Tjøstheim -- 5. Markov switching time series models / J. Franke -- 6. A review of robust estimation under conditional heteroscedasticity / K. Mukherjee -- pt. III. High dimensional time series. 7. Functional time series / S. Hörmann and P. Kokoszka -- 8. Covariance matrix estimation in Time Series / W. B. Wu and H. Xiao -- pt. IV. Time series and quantile regression. 9. Time series quantile regressions / Z. Xiao -- pt. V Biostatistical applications. 10. Frequency domain techniques in the analysis of DNA sequences / D. Stoffer -- 11. Spatial time series modelling for fMRI data analysis in neurosciences / T. Ozaki -- 12. Count time series models / K. Fokianos -- pt. VI. Nonstationary time series. 13. Locally stationary processes / R. Dahlhaus -- 14. Analysis of multivariate non-stationary time series using the localised Fourier Library, H. Ombao -- 15. An alternative perspective on stochastic coefficient regression models / S. Subba Rao -- pt. VII. Spatio-Temporal Time Series. 16. Hierarachical Bayesian models for space-time air pollution data / S. Sahu -- 17. Karhunen-Loeve expansion for temporal and spatio-temporal processes / L. Fontanella and L. Ippoliti -- 18. Statistical analysis of spatio-temporal models and their applications / T. Subba Rao and G. Terdik -- pt. VIII. Continuous time series. 19. Lévy-driven time series models for financial data / P. Brockwell and A. Lindner -- 20. Discrete and continuous time extremes of stationary processes / K. F. Turkman -- pt. IX. Spectral and Wavelet Methods. -- 21. The estimation of Frequency / B. G. Quinn -- 22. A wavelet variance primer / D. B. Percival and D. Mondal -- pt. X. Computational methods. 23. Time Series Analysis with R / A. I. McLeod / H. Yu and E. Mahdi.".
2012554389 title "Time series analysis : methods and applications / edited by Tata Subba Rao, Suhasini Subba Rao, C.R. Rao.".
2012554389 type "text".