R: Ordinal Time Series Analysis

# Ordinal Time Series Analysis

## Documentation for package ‘otsfeatures’ version 1.0.0

- DESCRIPTION file

## Help Pages

AustrianWages | AustrianWages
binarization | Constructs the binarized time series associated with a given ordinal time series
ci_ordinal_asymmetry | Constructs a confidence interval for the ordinal asymmetry (block distance)
ci_ordinal_dispersion | Constructs a confidence interval for the ordinal dispersion (block distance)
ci_ordinal_skewness | Constructs a confidence interval for the ordinal skewness (block distance)
conditional_probabilities | Computes the conditional probabilities of an ordinal time series
CreditRatings | CreditRatings
c_binarization | Constructs the cumulative binarized time series associated with a given ordinal time series
c_conditional_probabilities | Computes the cumulative conditional probabilities of an ordinal time series
c_joint_probabilities | Computes the cumulative joint probabilities of an ordinal time series
c_marginal_probabilities | Computes the cumulative marginal probabilities of an ordinal time series
index_ordinal_variation | Computes the estimated index of ordinal variation (IOV) of an ordinal time series
joint_probabilities | Computes the joint probabilities of an ordinal time series
marginal_probabilities | Computes the marginal probabilities of an ordinal time series
ordinal_asymmetry | Computes the estimated asymmetry of an ordinal time series
ordinal_cohens_kappa | Computes the estimated ordinal Cohen's kappa of an ordinal time series
ordinal_dispersion_1 | Computes the standard estimated dispersion of an ordinal time series
ordinal_dispersion_2 | Computes the estimated dispersion of an ordinal time series according to the approach based on the diversity coefficient (DIVC)
ordinal_location_1 | Computes the standard estimated location of an ordinal time series
ordinal_location_2 | Computes the estimated location of an ordinal time series with respect to the lowest category
ordinal_skewness | Computes the estimated skewness of an ordinal time series
ots_plot | Constructs an ordinal time series plot
plot_ordinal_cohens_kappa | Constructs a serial dependence plot based on the ordinal Cohen's kappa considering the block distance
SyntheticData1 | SyntheticData1
SyntheticData2 | SyntheticData2
SyntheticData3 | SyntheticData3
test_ordinal_asymmetry | Performs the hypothesis test associated with the ordinal asymmetry for the block distance
test_ordinal_dispersion | Performs the hypothesis test associated with the ordinal dispersion for the block distance
test_ordinal_skewness | Performs the hypothesis test associated with the ordinal skewness for the block distance
total_c_correlation | Computes the total cumulative correlation of an ordinal time series
total_mixed_c_correlation_1 | Computes the total mixed cumulative linear correlation (TMCLC) between an ordinal and a real-valued time series
total_mixed_c_correlation_2 | Computes the total mixed cumulative quantile correlation (TMCQC) between an ordinal and a real-valued time series