# Analysis of Interval DAta

## Documentation for package ‘AIDA’ version 0.2.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

!=-method | Equality Comparison for 'intData' Objects
==-method | Equality Comparison for 'intData' Objects
Centers | Centers Method for 'intData'
Centers-method | Centers Method for 'intData'
colnames-method | Column Names Method for 'intData'
creditcard | Credit Card Dataset
dim-method | Dimensions Method for 'intData'
entrecampos_air_quality | Entrecampos Air Quality Dataset
farness | Farness Estimation
get_latent_param | Compute Latent Variables Parameters
get_latent_var | Compute Latent Variables
head-method | Head Method for 'intData'
IMah_dist | Interval-Mahalanobis Distance
IMah_dist_pairs | Interval-Mahalanobis distance for all pairs
IMCD | Interval-valued data Minimum Covariance Determinant (IMCD) estimation
intCars | Cars Dataset
intData | Interval Data Constructor
intData-class | Interval Data Class
int_cov | Interval-valued Covariance
int_cov_z | Sample Interval-valued Covariance
int_mean_z | Sample Mean
int_outliers | Outlier Detection for Interval-Valued Data Based on Robust Distances
int_Shapley | Compute Shapley Values for Interval-valued Data
int_Shapley_decomp | Compute Shapley Decomposition into contributions of (Centers, Ranges, and CrossCentersRanges) for Interval-valued Data
int_Shapley_interaction | Compute Shapley interaction indices for Interval-valued Data
LatentCase | Latent Case Method for 'intData'
LatentCase-method | Latent Case Method for 'intData'
LatentDist | Latent Distribution Method for 'intData'
LatentDist-method | Latent Distribution Method for 'intData'
LatentParam | Latent Parameters Method for 'intData'
LatentParam-method | Latent Parameters Method for 'intData'
LogRanges | LogRanges Method for 'intData'
LogRanges-method | LogRanges Method for 'intData'
LowerBounds | Lower Bounds Method for 'intData'
LowerBounds-method | Lower Bounds Method for 'intData'
Mallows_dist | Mallows Distance
micro2intData | Aggregate Microdata into Interval-Valued Data
names-method | Variable Names Method for 'intData'
NbMicroUnits | Number of Micro Units Method for 'intData'
NbMicroUnits-method | Number of Micro Units Method for 'intData'
ncol-method | Number of Columns Method for 'intData'
nrow-method | Number of Rows Method for 'intData'
plot-method | Plot Method for Two 'intData' Objects
plot_bar_int_Shapley | Barplot of Shapley values for Interval-valued Data
plot_bar_int_Shapley_decomp | Barplot of Shapley value decomposition into contributions of (Centers, Ranges, and CrossCentersRanges) for interval-valued data.
plot_beeswarm_int_Shapley | Beeswarm plot of Shapley values for interval-valued data.
plot_dist_dist | Distance-Distance plot for interval-valued data.
plot_interval_dist | Interval-Mahalanobis distance plot for interval-valued data.
plot_int_Shapley_inter | Plot Shapley interaction indices
plot_pairs_int | Pairs-plot for Interval-valued Symbolic data.
plot_radar_int_Shapley | Radar plot of Shapley values for interval-valued data.
plot_scatter_int | Scatter Plot for Interval-valued Data
plot_tile_int_Shapley | Tileplot of Shapley values for interval-valued data.
print-method | Print Method for Summary 'intData'
Ranges | Ranges Method for 'intData'
Ranges-method | Ranges Method for 'intData'
rbind | Row Bind for 'intData'
rbind-method | Row Bind for 'intData'
row.names-method | Row.Names Method for 'intData'
rownames-method | Row Names Method for 'intData'
show-method | Show Method for 'intData'
spotify_tracks | Spotify Tracks Dataset
summary-method | Summary Method for 'intData'
summaryintData-class | Summary Interval Data Class
tail-method | Tail Method for 'intData'
UpperBounds | Upper Bounds Method for 'intData'
UpperBounds-method | Upper Bounds Method for 'intData'
[-method | Subset an 'intData' Object