Lockhart, Richard

Bayesian Computational Methods and Applications

Computationally intensive statistical methods for the analysis of infectious disease outbreaks

Data integration methods for studying animal population dynamics

Dimension reduction for functional data and hypothesis testing for ordinary differential equation models

Linkage fine-mapping on sequences from case-control studies and goodness-of-fit tests based on empirical distribution function for general likelihood models

Model assessment: Bayes assisted tests and tests for discrete data

Post-selection inference

Post-selection inference in Cox Proportional Hazards models

Supervised basis functions applied to functional regression and classification

Time-series analysis : a review of time-domain theory with implications for non-linear time-series modelling