Gene Expression Profile Data
Functional Data Sets
Fast Computation of the Uniform Metric for Sets of Functional Data
Fast Kernel Smoothing
Fast Computation of the \(L^2\) Metric for Sets of Functional Data
Berkeley Growth Study Data
Classify using Functional Componentwise Classifier
Converts data from fdata class to the functional class.
Using Custom Depth Functions and Classifiers
Functional Componentwise Classifier
Relationship of Age Patterns of Fecundity to Mortality for Female Medflies.
Model 2 from Cuevas et al. (2007)
Functional Data Set Spectrometric Data (Tecator)
World Historical Population-by-Country Dataset (2010 Revision)
World Historical Population-by-Country Dataset
Model 1 from Cuevas et al. (2007)
Depth-Based Classification and Calculation of Data Depth
Transform a dataf
Object to Raw Functional Data
Classify using DD-Classifier
Calculate Depth
Test Functional DD-Classifier
ddalphaf.getErrorRatePart
Test Functional DD-Classifier
Test DD-Classifier
Calculate L2-Depth
Test DD-Classifier
Test DD-Classifier
Test Functional DD-Classifier
Functional DD-Classifier
Depth Contours
Calculate Potential of the Data
Calculate Projection Depth
Calculate Convex Hull Peeling Depth
Train DD-Classifier
Classify using Functional DD-Classifier
Fast Depth Computation for Univariate and Bivariate Random Samples
Depth Contours
Depth Graph
Calculate Halfspace Depth
Calculate Depth Space using Projection Depth
Calculate Simplicial Depth
Calculate Depth Space using Simplicial Depth
depth.space.simplicialVolume
Calculate Depth Space using Simplicial Volume Depth
Calculate Mahalanobis Depth
Calculate Zonoid Depth
Calculate Functional Depth
Calculate Depth Space using Spatial Depth
Data for Classification
Draw DD -Plot
Band Depth for Functional Data
Half-Region Depth for Functional Data
Adjusted Band Depth for Functional Data
Calculate Depth Space using Halfspace Depth
Calculate Potential Space
Calculate Beta-Skeleton Depth
Functional Depth-Based Shape Outlier Detection
Calculate Simplicial Volume Depth
Bivariate Random Projection Depths for Functional Data
Calculate Depth Space using Mahalanobis Depth
Calculate Spatial Depth
Calculate Depth Space using the Given Depth
Calculate Depth Space using Zonoid Depth
Bivariate Integrated and Infimal Depth for Functional Data
h-Mode Depth for Functional Data
Univariate Integrated and Infimal Depth for Functional Data
Bivariate h-Mode Depth for Functional Data Based on the \(L^2\) Metric
Univariate Random Projection Depths for Functional Data
Calculate Simplicial Band Depth
Estimation of the First Two Derivatives for Functional Data
Transform Raw Functional Data to a dataf
Object
Plot functions for the Functional Data
Adjusted Ranking of Functional Data Based on the Infimal Depth
Depth-Based kNN
Depth-Based kNN
Reset Graphical Parameters
Diagnostic Plot for First and Second Order Integrated and Infimal Depths
Check Outsiderness
Depth-Based kNN
Plots for the "ddalpha" Class
Plots for the "ddalphaf" Class