7 citations · 10 across the 7 of their papers we have counts for
11 papers
SSNbayes: An R package for Bayesian spatio-temporal modelling on stream networks
Edgar Santos-Fernandez, Jay M. Ver Hoef, James M. McGree +3
Spatio-temporal models are widely used in many research areas from ecology to epidemiology. However, most covariance functions describe spatial relationships based on Euclidean dis…
Detection of cybersecurity attacks through analysis of web browsing activities using principal component analysis
Insha Ullah, Kerrie Mengersen, Rob J Hyndman +1
Organizations such as government departments and financial institutions provide online service facilities accessible via an increasing number of internet connected devices which ma…
SSNdesign -- an R package for pseudo-Bayesian optimal and adaptive sampling designs on stream networks
Alan R. Pearse, James M. McGree, Nicholas A. Som +4
Streams and rivers are biodiverse and provide valuable ecosystem services. Maintaining these ecosystems is an important task, so organisations often monitor the status and trends i…
Bayesian adaptive N-of-1 trials for estimating population and individual treatment effects
S. G. Jagath Senarathne, Antony M. Overstall, James M. McGree
This article proposes a novel adaptive design algorithm that can be used to find optimal treatment allocations in N-of-1 clinical trials. This new methodology uses two Laplace appr…
Factors associated with injurious from falls in people with early stage Parkinson's disease
Sarini Abdullah, James McGree, Nicole White +2
Falls are common in people with Parkinson's disease (PD) and have detrimental effects which can lower the quality of life. While studies have been conducted to learn about falling…
Profile regression for subgrouping patients with early stage Parkinson's disease
Sarini Abdullah, James McGree, Nicole White +2
Falls are detrimental to people with Parkinson's Disease (PD) because of the potentially severe consequences to the patients' quality of life. While many studies have attempted to…