Articles

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Bayesian Mixtures of Autoregressive Models (with Ori Rosen and Robert Kohn), Journal of Computational and Graphical Statistics (2011)

In this paper we propose a class of time-domain models for analyzing possibly nonstationary time...

 

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Local spectral analysis via a Bayesian mixture of smoothing splines” Journal of the American Statistical Association (with Ori Rosen and David Stoffer), Journal of the American Statistical Association (2009)
 

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Locally Adaptive Nonparametric Binary Regression (with Martin B. Tanner, Wenxin Jiang, Robert Kohn, and Remy Cottet), Journal of Computational and Graphical Statistics (2008)
 

Unpublished Papers

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Modelling the Impact of Personality on Individual Performance Behavior with a Time-Varying Mixture of Monotonic Random Effects (with Edward J. Cripps, Robert E. Wood, and John Lau) (2011)

A method is presented for flexibly modelling longitudinal data that provides insight to a central...

 

A Bayesian approach to ordinal outcomes for neurosurgical clinical research. (2009)

The objective of this study is to demonstrate a Bayesian approach for the statistical analysis...

 

Mixture of random effects for individual learning curves (with Edward Cripps and Robert Wood) (2009)

In the pyschology literature individuals are often classified as entity theorists or incrementalists. In this...

 

Priors for a Bayesian Analysis of Extreme Values (with julian Wang) (2009)

This article proposes a new prior specification for a Bayesian analysis of the k largest...

 

Trans-dimensional Metropolis-Hastings Using Parallel Chains (with James Pullen, Robert Kohn, and David Leslie) (2009)

A general Bayesian sampling method is developed that uses parallel chains to select between models...