CepLDA: Discriminant Analysis of Time Series in the Presence of Within-Group Spectral Variability

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Performs cepstral based discriminant analysis of groups of time series when there exists Variability in power spectra from time series within the same group as described in R.T. Krafty (2016) "Discriminant Analysis of Time Series in the Presence of Within-Group Spectral Variability" Journal of Time Series Analysis.

Author
Zeda Li, Robert Krafty
Date of publication
2016-01-18 00:35:29
Maintainer
Zeda Li<zeda.li@temple.edu>
License
GPL (>= 2)
Version
1.0.0
URLs

View on CRAN

Man pages

cep.get
Obtain Data Frame to be Used in 'Lopt.get' and...
cep.lda
Discriminant Analysis of Time Series in the Presence of...
cep.mtm
Multitaper Estimation of Cepstral Coefficients and the...
Lopt.get
Optimal Choice of L
lperd.mtm
Multitaper Log-Periodogram
plot.ceplda
Plot Method for Class 'ceplda'
predict.ceplda
Classify Multivariate Time Series
print.ceplda
Print Method for Class 'ceplda'
r.cond.ar2
Generate Random AR(2) Time Series
recon
Convert Cepstral Coefficients into Log-Spectra.

Files in this package

CepLDA
CepLDA/NAMESPACE
CepLDA/R
CepLDA/R/Lopt_get.R
CepLDA/R/predict_cep_lda.R
CepLDA/R/cep_lda.R
CepLDA/R/cep_get.R
CepLDA/R/cep_mtm.R
CepLDA/R/recon.R
CepLDA/R/lperd_mtm.R
CepLDA/R/print_cep_lda.R
CepLDA/R/r_con_ar2.R
CepLDA/R/dsc_get.R
CepLDA/R/plot_cep_lda.R
CepLDA/MD5
CepLDA/DESCRIPTION
CepLDA/man
CepLDA/man/plot.ceplda.Rd
CepLDA/man/cep.mtm.Rd
CepLDA/man/Lopt.get.Rd
CepLDA/man/lperd.mtm.Rd
CepLDA/man/print.ceplda.Rd
CepLDA/man/cep.lda.Rd
CepLDA/man/predict.ceplda.Rd
CepLDA/man/cep.get.Rd
CepLDA/man/recon.Rd
CepLDA/man/r.cond.ar2.Rd