Hugh R Miller

---

I am currently a PhD student, working under the supervision of Peter Hall. My research interests include methods for the analysis of high-dimensional data, data mining, the bootstrap and nonparametric regression.

Email:       h.miller@ms.unimelb.edu.au

Selected Publications:

• Hall and Miller, "Using generalised correlation to effect variable selection in very high dimensional problems", 2009. The Journal of Computational and Graphical Statistics, 18 533-550. Journal pdf
• Hall and Miller, "Determining and depicting relationships in high dimensional variable selection". Manuscript.
• Miller and Hall, "Local polynomial regression and variable selection". Manuscript.
• Hall and Miller, "Using the bootstrap to quantify the authority of an empirical ranking", 2009. The Annals of Statistics, 37 3929-3959. Journal pdf
• Hall and Miller, "Recursive methods for variable selection in very high dimensional data". Manuscript.
• Hall and Miller, "Modelling the variability of rankings". The Annals of Statistics, to appear. Journal
• Hall and Miller, "Bootstrap confidence intervals and hypothesis tests for extrema of parameters". Biometrika, to appear.
• Miller, Clarke, Lane, Lonie, Lazaridis, Petrovski and Jones. Predicting customer behaviour: The University of Melbourne's KDD Cup report.  JMLR: Workshop and Conference Proceedings 7 45-55. Journal