All functions

bmds()

Bayesian Multidimensional Scaling

boot.mblock()

Generate Index for Moving Block Bootstrapping

boot.stationary()

Generate Index for Stationary Bootstrapping

cayleymenger()

Cayley-Menger Determinant

checkdist()

Check for Distance Matrix

checkmetric()

Check for Metric Matrix

cmds()

Classical Multidimensional Scaling

cov2corr()

Convert Covariance into Correlation Matrix

cov2pcorr()

Convert Covariance into Partial Correlation Matrix

dpmeans()

DP-means Algorithm for Clustering Euclidean Data

ecdfdist()

Distance Measures between Multiple Empirical Cumulative Distribution Functions

ecdfdist2()

Pairwise Measures for Two Sets of Empirical CDFs

epmeans()

EP-means Algorithm for Clustering Empirical Distributions

kmeanspp()

K-Means++ Clustering Algorithm

lgpa()

Large-scale Generalized Procrustes Analysis

lyapunov()

Solve Lyapunov Equation

matderiv()

Numerical Approximation to Gradient of a Function with Matrix Argument

metricdepth()

Metric Depth

mmd2test()

Kernel Two-sample Test with Maximum Mean Discrepancy

nef()

Negative Eigenfraction

nem()

Negative Eigenvalue Magnitude

pdeterminant()

Calculate the Pseudo-Determinant of a Matrix

shortestpath()

Find Shortest Path using Floyd-Warshall Algorithm

sylvester()

Solve Sylvester Equation

trio()

Trace Ratio Optimation

tsne()

t-SNE Embedding

weiszfeld()

Weiszfeld Algorithm for Computing L1-median