Analysis of Interval DAta
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Documentation for package ‘AIDA’ version 0.2.0
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 |