# Tools for Matrix Algebra, Optimization and Inference

## Documentation for package ‘maotai’ version 0.2.5

- DESCRIPTION file.

## Help Pages

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
rotationS2 | Compute a Rotation on the 2-dimensional Sphere
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