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otsfeatures  

Ordinal Time Series Analysis
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]
All associated links for this package
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 22 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited otsfeatures R package
View otsfeatures citation profile
Other R packages that otsfeatures depends, 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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