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313 Ford Hall |
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Biographical Data
Teaching
Books
- Introduction to Envelopes
- Applied Regression
- Regression Graphics
- Residuals and Influence in Regression
- Introduction to Regression Graphics
LDR Toolboox
- LDR is a MatLab toolbox for likelihood-based sufficient dimension reduction.
envlp Toolbox
- envlp is a Matlab toolbox for fitting envelopes in multivariate linear regression.
Favorite Matrix Trick
- From
"Matrix Tricks
for Linear Statistical Models" by Puntanen, Styan and Isotalo
Favorite Pastime
Selected Research Articles
-
Links to published
research articles.
Talks
- Isaac Newton Institute Web Seminar connecting sufficient dimension reduction and principal components in regression.
- video on "An introduction to envelopes" presented a the Colorado School of Mines, Nov. 2016.
Sufficient Dimension Reduction
- This link provides a brief informal description of sufficient dimension reduction (SDR), and the cenral subspace, along with a sketch of their history.