Advances in Time Series Analysis and Forecasting Selected Contributions from ITISE 2016 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Rojas, Ignacio (Επιμελητής έκδοσης), Pomares, Héctor (Επιμελητής έκδοσης), Valenzuela, Olga (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Contributions to Statistics,
• Θέματα: Statistics.; Mathematical statistics.; Probabilities.; Econometrics.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Probability and Statistics in Computer Science.; Probability Theory and Stochastic Processes.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

This volume of selected and peer-reviewed contributions on the latest developments in time series analysis and forecasting updates the reader on topics such as analysis of irregularly sampled time series, multi-scale analysis of univariate and multivariate time series, linear and non-linear time ser...

Πίνακας περιεχομένων:

• Preface
• Part I: Analysis of Irregularly Sampled Time Series: Techniques, Algorithms and Case Studies
• Scientific Contributions
• Part II: Multi-scale Analysis of Univariate and Multivariate Time Series
• Scientific Contributions
• Part III: Linear and Non-linear Time Series Models
• Scientific Contributions
• Part IV: Advanced Time Series Forecasting Methods
• Scientific Contributions
• Part V: Applications in Time Series Analysis and Forecasting
• Scientific Contributions
• Author Index.