WaveletGARCHFit: Fitting of Wavelet-GARCH model
In WaveletGARCH: Fit the Wavelet-GARCH Model to Volatile Time Series Data
Description
Usage
Arguments
Value
References
Examples
View source: R/WaveletGARCHFit.R
Description
Fitting of Wavelet-GARCH model based on ARCH LM test.
Usage
1
2
3
WaveletGARCHFit(series,filtern,level)
## S3 method for class 'WaveletGARCHFit'
print(x,...)
Arguments
series
univariate time series
filtern
The name of wavelet filter
level
The level of wavelet decomposition
x
An object of WaveletGARCHFit
...
Additional arguments if any
Value
fittedobject
The fitted value of the series by Waveetl-GARCH model
References
Percival D. B. and Walden A. T. 2000. Wavelet Methods for Time-Series Analysis. Cambridge Univ. Press, U.K.
Paul R. K., Prajneshu and Ghosh H. 2013. Wavelet Frequency Domain Approach for Modelling and Forecasting of Indian Monsoon Rainfall Time-Series Data. Journal of the Indian society of agricultural statistics, 67, 319 to 327.
Paul, R.K. and Birthal, P.S. 2015. Investigating rainfall trend over India using wavelet technique. Journal of Water and Climate Change, 7, 365 to 378.
Paul, R. K. 2015. ARIMAX-GARCH-WAVELET Model for forecasting volatile data. Model Assisted Statistics and Application, 10, 243 to252.
Examples
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4
data(mtcars)
ab<-mtcars$qsec
objfit<-WaveletGARCHFit(ab,"d4",4)
WaveletGARCH documentation built on Feb. 29, 2020, 5:08 p.m.
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Description Usage Arguments Value References Examples
View source: R/WaveletGARCHFit.R
Description
Fitting of Wavelet-GARCH model based on ARCH LM test.
Usage
1 2 3 | WaveletGARCHFit(series,filtern,level)
## S3 method for class 'WaveletGARCHFit'
print(x,...)
|
Arguments
series |
univariate time series |
filtern |
The name of wavelet filter |
level |
The level of wavelet decomposition |
x |
An object of WaveletGARCHFit |
... |
Additional arguments if any |
Value
fittedobject |
The fitted value of the series by Waveetl-GARCH model |
References
Percival D. B. and Walden A. T. 2000. Wavelet Methods for Time-Series Analysis. Cambridge Univ. Press, U.K.
Paul R. K., Prajneshu and Ghosh H. 2013. Wavelet Frequency Domain Approach for Modelling and Forecasting of Indian Monsoon Rainfall Time-Series Data. Journal of the Indian society of agricultural statistics, 67, 319 to 327.
Paul, R.K. and Birthal, P.S. 2015. Investigating rainfall trend over India using wavelet technique. Journal of Water and Climate Change, 7, 365 to 378.
Paul, R. K. 2015. ARIMAX-GARCH-WAVELET Model for forecasting volatile data. Model Assisted Statistics and Application, 10, 243 to252.
Examples
1 2 3 4 | data(mtcars)
ab<-mtcars$qsec
objfit<-WaveletGARCHFit(ab,"d4",4)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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