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otsfeatures
View on CRAN: Click
here
Download and install otsfeatures package within the R console
Install from CRAN:
install.packages("otsfeatures")
Install from Github:
library("remotes")
install_github("cran/otsfeatures")
Install by package version:
library("remotes")
install_version("otsfeatures", "1.0.0")
Attach the package and use:
library("otsfeatures")
Maintained by
Angel Lopez-Oriona
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.otsfeatures . otsfeatures results . otsfeatures.pdf . otsfeatures_1.0.0.tar.gz . otsfeatures_1.0.0.zip . otsfeatures_1.0.0.zip . otsfeatures_1.0.0.zip . otsfeatures_1.0.0.tgz . otsfeatures_1.0.0.tgz . otsfeatures_1.0.0.tgz . otsfeatures_1.0.0.tgz . https://CRAN.R-project.org/package=otsfeatures .
First Published: 2023-03-01
Latest Update: 2023-03-01
Description:
An implementation of several functions for feature extraction in
ordinal time series datasets. Specifically, some of the features proposed by
Weiss (2019) can be computed.
These features can be used to perform inferential tasks or to feed machine
learning algorithms for ordinal time series, among others. The package also includes some
interesting datasets containing financial time series. Practitioners from a
broad variety of fields could benefit from the general framework provided
by 'otsfeatures'.
How to cite:
Angel Lopez-Oriona (2023). otsfeatures: Ordinal Time Series Analysis. R package version 1.0.0, https://cran.r-project.org/web/packages/otsfeatures. Accessed 02 May. 2025.
Previous versions and publish date:
No previous versions
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imports, suggests or enhances
Complete documentation for otsfeatures
Functions, R codes and Examples using
the otsfeatures R package
Some associated functions: AustrianWages . CreditRatings . SyntheticData1 . SyntheticData2 . SyntheticData3 . binarization . c_binarization . c_conditional_probabilities . c_joint_probabilities . c_marginal_probabilities . ci_ordinal_asymmetry . ci_ordinal_dispersion . ci_ordinal_skewness . conditional_probabilities . index_ordinal_variation . joint_probabilities . marginal_probabilities . ordinal_asymmetry . ordinal_cohens_kappa . ordinal_dispersion_1 . ordinal_dispersion_2 . ordinal_location_1 . ordinal_location_2 . ordinal_skewness . ots_plot . plot_ordinal_cohens_kappa . test_ordinal_asymmetry . test_ordinal_dispersion . test_ordinal_skewness . total_c_correlation . total_mixed_c_correlation_1 . total_mixed_c_correlation_2 .
Some associated R codes: AustrianWages.R . CreditRatings.R . SyntheticData1.R . SyntheticData2.R . SyntheticData3.R . auxiliary_correlation_i_j_k_function.R . auxiliary_dis_block.R . auxiliary_dis_euclidean.R . auxiliary_dis_hamming.R . auxiliary_f_i_j_k.R . auxiliary_ordinal_cohens_kappa.R . auxiliary_p_i_j_k.R . auxiliary_test_skewness.R . binarization.R . c_binarization.R . c_conditional_probabilities.R . c_joint_probabilities.R . c_marginal_probabilities.R . check_ots.R . ci_ordinal_asymmetry.R . ci_ordinal_dispersion.R . ci_ordinal_skewness.R . conditional_probabilities.R . index_ordinal_variation.R . joint_probabilities.R . marginal_probabilities.R . ordinal_asymmetry.R . ordinal_cohens_kappa.R . ordinal_dispersion_1.R . ordinal_dispersion_2.R . ordinal_location_1.R . ordinal_location_2.R . ordinal_skewness.R . ots_plot.R . plot_ordinal_cohens_kappa.R . test_ordinal_asymmetry.R . test_ordinal_dispersion.R . test_ordinal_skewness.R . total_c_correlation.R . total_mixed_c_correlation_1.R . total_mixed_c_correlation_2.R . Full otsfeatures package functions and examples
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