Short-term time series prediction based on sceleton algebraic sequences with internal smoothing
An improved algebraic forecasting method with internal smoothing is proposed for short-term time series prediction. The concept of the H-rank is proposed for the detection of a base fragment of the sequence. Numerical experiments with artificially generated and real-world time series are used to il...
Main Authors: | Rita Palivonaitė, Minvydas Ragulskis |
---|---|
Format: | Article |
Language: | English |
Published: |
Vilnius University Press
2012-12-01
|
Series: | Lietuvos Matematikos Rinkinys |
Subjects: | |
Online Access: | https://www.journals.vu.lt/LMR/article/view/17101 |
Similar Items
-
Algebraic time series forecasting and segmentation models
by: Kristina Lukoševičiūtė, et al.
Published: (2015-12-01) -
Special solutions of Huxley differential equation
by: Zenonas Navickas, et al.
Published: (2011-06-01) -
Structured low-rank matrix completion for forecasting in time series analysis
by: Gillard, J., et al.
Published: (2018) -
A Short Note on Integral Transformations and Conversion Formulas for Sequence Generating Functions
by: Maxie D. Schmidt
Published: (2019-05-01) -
Definite Integral of Algebraic, Exponential and Hyperbolic Functions Expressed in Terms of Special Functions
by: Robert Reynolds, et al.
Published: (2020-08-01)