Introduction to time series analysis and forecasting :: with applications in SAS and SPSS /
Providing a clear explanation of the fundamental theory of time series analysis and forecasting, this book couples theory with applications of two popular statistical packages--SAS and SPSS. The text examines moving average, exponential smoothing, Census X-11 deseasonalization, ARIMA, intervention,...
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| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
San Diego :
Academic Press,
©2000.
|
| Subjects: | |
| Online Access: | DE-862 DE-863 |
| Summary: | Providing a clear explanation of the fundamental theory of time series analysis and forecasting, this book couples theory with applications of two popular statistical packages--SAS and SPSS. The text examines moving average, exponential smoothing, Census X-11 deseasonalization, ARIMA, intervention, transfer function, and autoregressive error models and has brief discussions of ARCH and GARCH models. The book features treatments of forecast improvement with regression and autoregression combination models and model and forecast evaluation, along with a sample size analysis for common time serie. |
| Physical Description: | 1 online resource (xxv, 528 pages) : illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9780080478708 0080478700 |
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| 245 | 1 | 0 | |a Introduction to time series analysis and forecasting : |b with applications in SAS and SPSS / |c Robert A. Yaffee with Monnie McGee. |
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| 505 | 0 | |a Ch. 1. Introduction and Overview -- Ch. 2. Extrapolative and Decomposition Models -- Ch. 3. Introduction to Box-Jenkins Time Series Analysis -- Ch. 4. The Basic ARIMA Model -- Ch. 5. Seasonal ARIMA Models -- Ch. 6. Estimation and Diagnosis -- Ch. 7. Metadiagnosis and Forecasting -- Ch. 8. Intervention Analysis -- Ch. 9. Transfer Function Models -- Ch. 10. Autoregressive Error Models -- Ch. 11. A Review of Model and Forecast Evaluation -- Ch. 12. Power Analysis and Sample Size Determination for Well-Known Time Series Models / Monnie McGee. | |
| 520 | |a Providing a clear explanation of the fundamental theory of time series analysis and forecasting, this book couples theory with applications of two popular statistical packages--SAS and SPSS. The text examines moving average, exponential smoothing, Census X-11 deseasonalization, ARIMA, intervention, transfer function, and autoregressive error models and has brief discussions of ARCH and GARCH models. The book features treatments of forecast improvement with regression and autoregression combination models and model and forecast evaluation, along with a sample size analysis for common time serie. | ||
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| author | Yaffee, Robert A. |
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| contents | Ch. 1. Introduction and Overview -- Ch. 2. Extrapolative and Decomposition Models -- Ch. 3. Introduction to Box-Jenkins Time Series Analysis -- Ch. 4. The Basic ARIMA Model -- Ch. 5. Seasonal ARIMA Models -- Ch. 6. Estimation and Diagnosis -- Ch. 7. Metadiagnosis and Forecasting -- Ch. 8. Intervention Analysis -- Ch. 9. Transfer Function Models -- Ch. 10. Autoregressive Error Models -- Ch. 11. A Review of Model and Forecast Evaluation -- Ch. 12. Power Analysis and Sample Size Determination for Well-Known Time Series Models / Monnie McGee. |
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| indexdate | 2025-04-11T08:35:52Z |
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| publisher | Academic Press, |
| record_format | marc |
| spelling | Yaffee, Robert A. http://id.loc.gov/authorities/names/nb99096287 Introduction to time series analysis and forecasting : with applications in SAS and SPSS / Robert A. Yaffee with Monnie McGee. Time series analysis and forecasting : with applications in SAS and SPSS San Diego : Academic Press, ©2000. 1 online resource (xxv, 528 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Print version record. Ch. 1. Introduction and Overview -- Ch. 2. Extrapolative and Decomposition Models -- Ch. 3. Introduction to Box-Jenkins Time Series Analysis -- Ch. 4. The Basic ARIMA Model -- Ch. 5. Seasonal ARIMA Models -- Ch. 6. Estimation and Diagnosis -- Ch. 7. Metadiagnosis and Forecasting -- Ch. 8. Intervention Analysis -- Ch. 9. Transfer Function Models -- Ch. 10. Autoregressive Error Models -- Ch. 11. A Review of Model and Forecast Evaluation -- Ch. 12. Power Analysis and Sample Size Determination for Well-Known Time Series Models / Monnie McGee. Providing a clear explanation of the fundamental theory of time series analysis and forecasting, this book couples theory with applications of two popular statistical packages--SAS and SPSS. The text examines moving average, exponential smoothing, Census X-11 deseasonalization, ARIMA, intervention, transfer function, and autoregressive error models and has brief discussions of ARCH and GARCH models. The book features treatments of forecast improvement with regression and autoregression combination models and model and forecast evaluation, along with a sample size analysis for common time serie. SAS (Computer file) http://id.loc.gov/authorities/names/n88028236 SPSS (Computer file) http://id.loc.gov/authorities/names/n88224991 SAS (Computer file) fast SPSS (Computer file) fast Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Statistical methods Computer programs. Social sciences Forecasting Computer programs. Social prediction Computer programs. Time-series analysis Computer programs. http://id.loc.gov/authorities/subjects/sh85135431 Forecasting. http://id.loc.gov/authorities/subjects/sh85050485 Time-series analysis. http://id.loc.gov/authorities/subjects/sh85135430 Sciences sociales Méthodes statistiques. Sciences sociales Méthodes statistiques Logiciels. Sciences sociales Prévision Logiciels. Prévision sociale Logiciels. Prévision. Série chronologique. SOCIAL SCIENCE Methodology. bisacsh Forecasting fast Social sciences Statistical methods fast Social sciences Statistical methods Computer programs fast Time-series analysis fast Time-series analysis Computer programs fast McGee, Monnie. http://id.loc.gov/authorities/names/nb99096288 has work: Introduction to time series analysis and forecasting (Text) https://id.oclc.org/worldcat/entity/E39PCGccxGwpmxxyQBCBRrK9Kq https://id.oclc.org/worldcat/ontology/hasWork Print version: Yaffee, Robert A. Introduction to time series analysis and forecasting. San Diego : Academic Press, ©2000 0127678700 9780127678702 (DLC) 99062662 (OCoLC)42954729 |
| spellingShingle | Yaffee, Robert A. Introduction to time series analysis and forecasting : with applications in SAS and SPSS / Ch. 1. Introduction and Overview -- Ch. 2. Extrapolative and Decomposition Models -- Ch. 3. Introduction to Box-Jenkins Time Series Analysis -- Ch. 4. The Basic ARIMA Model -- Ch. 5. Seasonal ARIMA Models -- Ch. 6. Estimation and Diagnosis -- Ch. 7. Metadiagnosis and Forecasting -- Ch. 8. Intervention Analysis -- Ch. 9. Transfer Function Models -- Ch. 10. Autoregressive Error Models -- Ch. 11. A Review of Model and Forecast Evaluation -- Ch. 12. Power Analysis and Sample Size Determination for Well-Known Time Series Models / Monnie McGee. SAS (Computer file) http://id.loc.gov/authorities/names/n88028236 SPSS (Computer file) http://id.loc.gov/authorities/names/n88224991 SAS (Computer file) fast SPSS (Computer file) fast Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Statistical methods Computer programs. Social sciences Forecasting Computer programs. Social prediction Computer programs. Time-series analysis Computer programs. http://id.loc.gov/authorities/subjects/sh85135431 Forecasting. http://id.loc.gov/authorities/subjects/sh85050485 Time-series analysis. http://id.loc.gov/authorities/subjects/sh85135430 Sciences sociales Méthodes statistiques. Sciences sociales Méthodes statistiques Logiciels. Sciences sociales Prévision Logiciels. Prévision sociale Logiciels. Prévision. Série chronologique. SOCIAL SCIENCE Methodology. bisacsh Forecasting fast Social sciences Statistical methods fast Social sciences Statistical methods Computer programs fast Time-series analysis fast Time-series analysis Computer programs fast |
| subject_GND | http://id.loc.gov/authorities/names/n88028236 http://id.loc.gov/authorities/names/n88224991 http://id.loc.gov/authorities/subjects/sh85124018 http://id.loc.gov/authorities/subjects/sh85135431 http://id.loc.gov/authorities/subjects/sh85050485 http://id.loc.gov/authorities/subjects/sh85135430 |
| title | Introduction to time series analysis and forecasting : with applications in SAS and SPSS / |
| title_alt | Time series analysis and forecasting : with applications in SAS and SPSS |
| title_auth | Introduction to time series analysis and forecasting : with applications in SAS and SPSS / |
| title_exact_search | Introduction to time series analysis and forecasting : with applications in SAS and SPSS / |
| title_full | Introduction to time series analysis and forecasting : with applications in SAS and SPSS / Robert A. Yaffee with Monnie McGee. |
| title_fullStr | Introduction to time series analysis and forecasting : with applications in SAS and SPSS / Robert A. Yaffee with Monnie McGee. |
| title_full_unstemmed | Introduction to time series analysis and forecasting : with applications in SAS and SPSS / Robert A. Yaffee with Monnie McGee. |
| title_short | Introduction to time series analysis and forecasting : |
| title_sort | introduction to time series analysis and forecasting with applications in sas and spss |
| title_sub | with applications in SAS and SPSS / |
| topic | SAS (Computer file) http://id.loc.gov/authorities/names/n88028236 SPSS (Computer file) http://id.loc.gov/authorities/names/n88224991 SAS (Computer file) fast SPSS (Computer file) fast Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Statistical methods Computer programs. Social sciences Forecasting Computer programs. Social prediction Computer programs. Time-series analysis Computer programs. http://id.loc.gov/authorities/subjects/sh85135431 Forecasting. http://id.loc.gov/authorities/subjects/sh85050485 Time-series analysis. http://id.loc.gov/authorities/subjects/sh85135430 Sciences sociales Méthodes statistiques. Sciences sociales Méthodes statistiques Logiciels. Sciences sociales Prévision Logiciels. Prévision sociale Logiciels. Prévision. Série chronologique. SOCIAL SCIENCE Methodology. bisacsh Forecasting fast Social sciences Statistical methods fast Social sciences Statistical methods Computer programs fast Time-series analysis fast Time-series analysis Computer programs fast |
| topic_facet | SAS (Computer file) SPSS (Computer file) Social sciences Statistical methods. Social sciences Statistical methods Computer programs. Social sciences Forecasting Computer programs. Social prediction Computer programs. Time-series analysis Computer programs. Forecasting. Time-series analysis. Sciences sociales Méthodes statistiques. Sciences sociales Méthodes statistiques Logiciels. Sciences sociales Prévision Logiciels. Prévision sociale Logiciels. Prévision. Série chronologique. SOCIAL SCIENCE Methodology. Forecasting Social sciences Statistical methods Social sciences Statistical methods Computer programs Time-series analysis Time-series analysis Computer programs |
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