An Adaptive Multi-Scale Basis for High-Dimensional, Sparse and Unordered Data

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Documentation for package ‘treelet’ version 1.1

• DESCRIPTION file.

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treelet-package	Treelets - an adaptive multi-scale basis for high-dimensional,sparse and unordered data
Ahat	Estimated additive genetic relationship matrix for 50 simulated individuals
Build_JTree	Constructs the hierarchical tree for the Treelet algorithm
JTree_Basis	Constructs the orthonormal basis for the Treelet algorithm
Run_JTree	Treelet basis/hierarchical tree construction
TCS	Treelet Covariance Smoothing
treelet	Treelets - an adaptive multi-scale basis for high-dimensional,sparse and unordered data