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» Computing and using residuals in time series models
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CSDA
2008
110views more  CSDA 2008»
13 years 4 months ago
Computing and using residuals in time series models
The most often used approaches to obtaining and using residuals in applied work with time series models, are unified and documented with both partially-known and new features. Spe...
José Alberto Mauricio
CSDA
2006
191views more  CSDA 2006»
13 years 4 months ago
Forecasting daily time series using periodic unobserved components time series models
We explore a periodic analysis in the context of unobserved components time series models that decompose time series into components of interest such as trend, seasonal and irregu...
Siem Jan Koopman, Marius Ooms
SAC
2002
ACM
13 years 4 months ago
Wavelet packet transfer function modelling of nonstationary time series
This article shows how a non-decimated wavelet packet transform (NWPT) can be used to model a response time series,
Guy P. Nason, Theofanis Sapatinas
IEAAIE
2010
Springer
13 years 2 months ago
Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models
In this paper, we propose a new diagnostic checking tool for fuzzy rule-based modelling of time series. Through the study of the residuals in the Lagrange Multiplier testing framew...
José Luis Aznarte M., José M. Ben&ia...
IDEAL
2004
Springer
13 years 10 months ago
Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data
Many time series exhibit dynamics over vastly different time scales. The standard way to capture this behavior is to assume that the slow dynamics are a “trend”, to de-trend t...
Michael Small