Photo of cover ISBN: 9781119422938
Introduction
Errata (none yet)

What's Here?


Envelope Computing

envlp

Renvlp

Matrix Envelopes

Simultaneous, Reduced Rank and Tensor Envelopes

Spatial Envelopes

Sparse Envelopes, Envelope-based Sparse Partial Least Squares

Functional Envelopes

Bayesian Envelopes


Manifold Optimization

Riemannian Manifold Optimization

Grassmann Manifold Optimization


Computing for Sufficient Dimension Reduction

dr

LDR

ldr

Matrix-valued Predictors and Tensor Sliced Inverse Regression

High-dimensional Principal Fitted Components and Abundant Regression

Sufficient Dimension Reduction: Methods and applications with R