Pomares, Héctor
Advances in Time Series Analysis and Forecasting
Part I. Analysis of Irregularly Sampled Time Series: Techniques, Algorithmsand Case Studies
1. Small Crack Fatigue Growth and Detection Modeling with Uncertainty and Acoustic Emission Application
Reuel Smith, Mohammad Modarres
2.
Alizée Martin, Charlotte Moritz, Gilles Siu, René Galzin
3. Using Time Series Analysis for Estimating the Time Stamp of a Text
Costin-Gabriel Chiru, Madalina Toia
4. Using LDA and Time Series Analysis for Timestamping Documents
Costin-Gabriel Chiru, Bishnu Sarker
Part II. Multi-scale Analysis of Univariate and Multivariate Time Series
5. Fractal Complexity of the Spanish Index IBEX 35
M. A. Navascués, M. V. Sebastián, M. Latorre, C. Campos, C. Ruiz, J. M. Iso
6. Fractional Brownian Motion in OHLC Crude Oil Prices
Mária Bohdalová, Michal Greguš
7. Time-Frequency Representations as Phase Space Reconstruction in Symbolic Recurrence Structure Analysis
Mariia Fedotenkova, Peter beim Graben, Jamie W. Sleigh, Axel Hutt
8. Analysis of Climate Dynamics Across a European Transect Using a Multifractal Method
Jaromir Krzyszczak, Piotr Baranowski, Holger Hoffmann, Monika Zubik, Cezary Sławiński
Part III. Lineal and Non-linear Time Series Models (ARCH, GARCH, TARCH, EGARCH, FIGARCH, CGARCH etc.)
9. Comparative Analysis of ARMA and GARMA Models in Forecasting
Thulasyammal Ramiah Pillai, Murali Sambasivan
10. SARMA Time Series for Microscopic Electrical Load Modeling
Martin Hupez, Jean-François Toubeau, Zacharie Grève, François Vallée
11. Diagnostic Checks in Multiple Time Series Modelling
Huong Nguyen Thu
12. Mixed AR(1) Time Series Models with Marginals Having Approximated Beta Distribution
Tibor K. Pogány
13. Prediction of Noisy ARIMA Time Series via Butterworth Digital Filter
Livio Fenga
14. Mandelbrot’s 1/
Nicholas Wynn Watkins
15. Detection of Outlier in Time Series Count Data
Vassiliki Karioti, Polychronis Economou
16. Ratio Tests of a Change in Panel Means with Small Fixed Panel Size
Barbora Peštová, Michal Pešta
Part IV. Advanced Time Series Forecasting Methods
17. Operational Turbidity Forecast Using Both Recurrent and Feed-Forward Based Multilayer Perceptrons
Michaël Savary, Anne Johannet, Nicolas Massei, Jean-Paul Dupont, Emmanuel Hauchard
18. Productivity Convergence Across US States in the Public Sector. An Empirical Study
Miriam Scaglione, Brian W. Sloboda
19. Proposal of a New Similarity Measure Based on Delay Embedding for Time Series Classification
Basabi Chakraborty, Sho Yoshida
20. A Fuzzy Time Series Model with Customized Membership Functions
Tamás Jónás, Zsuzsanna Eszter Tóth, József Dombi
21. Model-Independent Analytic Nonlinear Blind Source Separation
David N. Levin
22. Dantzig-Selector Radial Basis Function Learning with Nonconvex Refinement
Tomojit Ghosh, Michael Kirby, Xiaofeng Ma
23. A Soft Computational Approach to Long Term Forecasting of Failure Rate Curves
Gábor Árva, Tamás Jónás
24. A Software Architecture for Enabling Statistical Learning on Big Data
Ali Behnaz, Fethi Rabhi, Maurice Peat
Part V. Applications in Time Series Analysis and Forecasting
25. Wind Speed Forecasting for a Large-Scale Measurement Network and Numerical Weather Modeling
Marek Brabec, Pavel Krc, Krystof Eben, Emil Pelikan
26. Analysis of Time-Series Eye-Tracking Data to Classify and Quantify Reading Ability
Goutam Chakraborty, Zong Han Wu
27. Forecasting the Start and End of Pollen Season in Madrid
Ricardo Navares, José Luis Aznarte
28. Statistical Models and Granular Soft RBF Neural Network for Malaysia KLCI Price Index Prediction
Dusan Marcek
Keywords: Statistics, Statistics for Business/Economics/Mathematical Finance/Insurance, Econometrics, Probability and Statistics in Computer Science, Probability Theory and Stochastic Processes, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
- Editor
- Pomares, Héctor
- Rojas, Ignacio
- Valenzuela, Olga
- Publisher
- Springer
- Publication year
- 2017
- Language
- en
- Edition
- 1
- Series
- Contributions to Statistics
- Page amount
- 15 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9783319557892
- Printed ISBN
- 978-3-319-55788-5