Tools for Matrix Algebra, Optimization and Inference

Documentation for package ‘maotai’ version 0.2.4

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
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