Konstantinos Fokianos

Konstantinos Fokianos

3 packages on CRAN

dCovTS

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Computing and plotting the distance covariance and correlation function of a univariate or a multivariate time series. Both versions of biased and unbiased estimators of distance covariance and correlation are provided. Test statistics for testing pairwise independence are also implemented. Some data sets are also included.

GeneCycle

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The GeneCycle package implements the approaches of Wichert et al. (2004) <doi.org/10.1093/bioinformatics/btg364>, Ahdesmaki et al. (2005) <DOI:10.1186/1471-2105-6-117> and Ahdesmaki et al. (2007) <DOI:10.1186/1471-2105-8-233> for detecting periodically expressed genes from gene expression time series data.

tscount

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99.99th

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Likelihood-based methods for model fitting and assessment, prediction and intervention analysis of count time series following generalized linear models are provided. Models with the identity and with the logarithmic link function are allowed. The conditional distribution can be Poisson or Negative Binomial.