Copied Multiscale Forecasting Models
Multiscale Forecasting Models
This book presents two new decomposition methods to decompose a time series in intrinsic components of low and high frequencies. The methods are based on Singular Value Decomposition (SVD) of a Hankel matrix (HSVD). The proposed decomposition is used to improve the accuracy of linear and nonlinear auto-regressive models. Linear Auto-regressive models (AR, ARMA and ARIMA) and Auto-regressive Neural Networks (ANNs) have been found insufficient because of the highly complicated nature of some time series. Hybrid models are a recent solution to deal with non-stationary processes which combine pre-processing techniques with conventional forecasters, some pre-processing techniques broadly implemented are Singular Spectrum Analysis (SSA) and Stationary Wavelet Transform (SWT). Although the flexibility of SSA and SWT allows their usage in a wide range of forecast problems, there is a lack of standard methods to select their parameters. The proposed decomposition HSVD and Multilevel SVD are described in detail through time series coming from the transport and fishery sectors. Further, for comparison purposes, it is evaluated the forecast accuracy reached by SSA and SWT, both jointly with AR-based models and ANNs.
Price Comparison
| Seller | Contact Seller | List Price | On Sale | Shipping | Best Promo | Final Price | Volume Discount | Financing | Availability | Seller's Page |
|---|---|---|---|---|---|---|---|---|---|---|
|
BEST PRICE 1 Product Purchase
|
|
$84.99 | $84.99 |
|
$84.99 | See Site | In stock | Visit Store |
Reviews
Questions & Answers
Die Vorratsinventur
$59.99
Musculoskeletal Infections
$69.99
Risk and the Political Economy of Resource Development
$44.99
Youth Unemployment and Health
$54.99
Kriegsentscheidungen in sozialen Konstellationen
$44.99
Die Kltemittel
$59.99
Designforschung und Designwissenschaft
$89.99
Understanding China's Overcapacity
$109.99
Collected Papers IV
$169.99
Nanoscale Materials for Warfare Agent Detection: Nanoscience for Security
$84.99
Das Streifenpaar als neues System zur mechanischen Vergrerung kleiner Verschiebungen und seine t
$49.99
Kostenreduktion in der Produktion
$49.99
Scholastic First Biographies: Let's Read About. Csar Chvez
$2.99
Osnowy informatiki
$59.99
Chinas Approach to Energy Security
$99.00
Statistical Analysis of Financial Data in R
$99.00
Pandemics, Science and Policy
$54.99
Going to War
$54.99
Systematik fr die rechnergesttzte hnlichteilsuche und Standardisierung
$84.99
Fractional Calculus for Scientists and Engineers
$109.99
Neighborhood Semantics for Modal Logic
$44.99
Quasiconformal Mappings and Sobolev Spaces
$54.99
Britain, Germany and Colonial Violence in South-West Africa, 1884-1919
$109.00
Hochschulen in Zeiten der Digitalisierung
$49.99
Microbial Products
$84.99
Concepts, Clinical Developments, and Therapeutic Advances in Cancer Chemotherapy
$129.00
Psychopathy
$649.99
Transcending Turmoil
$54.99
Electrically Assisted Forming
$169.99
My First I Can Read! - Little Critter: Just an Adventure at Sea
$4.46
Ant Colony Optimization and Swarm Intelligence
$54.99
Die wissenschaftliche Ausbildung
$84.99
Sensorimotor Impairment in the Elderly
$329.99
Understanding Terrestrial Microbial Communities
$169.99
The Political Economy of Hungary
$64.99
Advances in Petri Nets 1992
$39.99
Preuen und die italienische Frage
$39.99
Pocket Guide to Practical Psychopharmacology
$54.99
MATLAB Codes for Finite Element Analysis
$129.99
Fraktionsgeschlossenheit und Regierungssysteme
$54.99
