Search Results - "McGree, James M."

A Review of Modern Computational Algorithms for Bayesian Optimal Design by Ryan, Elizabeth G., Drovandi, Christopher C., McGree, James M., Pettitt, Anthony N.

“…Bayesian experimental design is a fast growing area of research with many real-world applications. As computational power has increased over the years, so has…”
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RD-RAP: beyond rare disease patient registries, devising a comprehensive data and analytic framework by Bellgard, Matthew I, Snelling, Tom, McGree, James M

“…Within the 21 APEC economies alone, there are an estimated 200 million individuals living with a rare disease. As such, health data on these individuals, and…”
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Predicting sediment and nutrient concentrations from high-frequency water-quality data by Leigh, Catherine, Kandanaarachchi, Sevvandi, McGree, James M, Hyndman, Rob J, Alsibai, Omar, Mengersen, Kerrie, Peterson, Erin E

“…Water-quality monitoring in rivers often focuses on the concentrations of sediments and nutrients, constituents that can smother biota and cause…”
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Incidence and risk factors for recurrence of endocrinopathic laminitis in horses by Laat, Melody A., Reiche, Dania B., Sillence, Martin N., McGree, James M.

“…Background Endocrinopathic laminitis is common in horses and ponies, but the recurrence rate of the disease is poorly defined. Objectives To determine the…”
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Fetal alcohol spectrum disorder and attention deficit hyperactivity disorder stimulant trial in children: an N-of-1 pilot trial to compare stimulant to placebo (FASST): protocol by Crichton, Alison, Harris, Katrina, McGree, James M, Nikles, Jane, Anderson, Peter J, Williams, Katrina

“…IntroductionFetal alcohol spectrum disorder (FASD) is a neurodevelopmental disorder caused by alcohol exposure during pregnancy. FASD is associated with…”
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SSNdesign—An R package for pseudo-Bayesian optimal and adaptive sampling designs on stream networks by Pearse, Alan R, McGree, James M, Som, Nicholas A, Leigh, Catherine, Maxwell, Paul, Ver Hoef, Jay M, Peterson, Erin E, Bryhn, Andreas C, .

“…Streams and rivers are biodiverse and provide valuable ecosystem services. Maintaining these ecosystems is an important task, so organisations often monitor…”
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Comparison of Aggregated N-of-1 Trials with Parallel and Crossover Randomized Controlled Trials Using Simulation Studies by Blackston, J Walker, Chapple, Andrew G, McGree, James M, McDonald, Suzanne, Nikles, Jane

“…N-of-1 trials offer an innovative approach to delivering personalized clinical care together with population-level research. While increasingly used, these…”
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Establishment of an International Collaborative Network for N-of-1 Trials and Single-Case Designs by Nikles, Jane, Onghena, Patrick, Vlaeyen, Johan W.S., Wicksell, Rikard K., Simons, Laura E., McGree, James M., McDonald, Suzanne

“…In this article we briefly examine the unique features of Single-Case Designs (SCDs) (studies in a single participant), their history and current trends, and…”
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Spatially Varying Coefficient Inequalities: Evaluating How the Impact of Patient Characteristics on Breast Cancer Survival Varies by Location by Hsieh, Jeff Ching-Fu, Cramb, Susanna M, McGree, James M, Dunn, Nathan A M, Baade, Peter D, Mengersen, Kerrie L

“…An increasing number of studies have identified spatial differences in breast cancer survival. However little is known about whether the structure and dynamics…”
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Temperature Sensing and Honey Bee Colony Strength by Cook, Daniel, Tarlinton, Boyd, McGree, James M., Blackler, Alethea, Hauxwell, Caroline

“…Strength auditing of European honey bee (Apis mellifera Linnaeus, 1758 [Hymenoptera: Apidae]) colonies is critical for apiarists to manage colony health and…”
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A model robust subsampling approach for Generalised Linear Models in big data settings by Mahendran, Amalan, Thompson, Helen, McGree, James M.

“…In today’s modern era of big data, computationally efficient and scalable methods are needed to support timely insights and informed decision making. One such…”
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Machine-based production scheduling for rotomoulded plastics manufacturing by Baxendale, Mark, McGree, James M., Bellette, Aaron, Corry, Paul

“…In this paper, production scheduling for rotomoulded plastics manufacturing in a multi-machine environment is considered. The objective is to minimise total…”
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A framework for automated anomaly detection in high frequency water-quality data from in situ sensors by Leigh, Catherine, Alsibai, Omar, Hyndman, Rob J., Kandanaarachchi, Sevvandi, King, Olivia C., McGree, James M., Neelamraju, Catherine, Strauss, Jennifer, Talagala, Priyanga Dilini, Turner, Ryan D.R., Mengersen, Kerrie, Peterson, Erin E.

“…Monitoring the water quality of rivers is increasingly conducted using automated in situ sensors, enabling timelier identification of unexpected values or…”
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Managing surgical waiting lists through dynamic priority scoring by Powers, Jack, McGree, James M., Grieve, David, Aseervatham, Ratna, Ryan, Suzanne, Corry, Paul

“…Prioritising elective surgery patients under the Australian three-category system is inherently subjective due to variability in clinician decision making and…”
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Bayesian design with sampling windows for complex spatial processes by Buchhorn, Katie, Mengersen, Kerrie, Santos-Fernandez, Edgar, Peterson, Erin E, McGree, James M

“…Abstract Optimal design facilitates intelligent data collection. In this paper, we introduce a fully Bayesian design approach for spatial processes with…”
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Bayesian adaptive N‐of‐1 trials for estimating population and individual treatment effects by Senarathne, Siththara Gedara J., Overstall, Antony M., McGree, James M.

“…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…”
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A Sequential Monte Carlo Algorithm to Incorporate Model Uncertainty in Bayesian Sequential Design by Drovandi, Christopher C., McGree, James M., Pettitt, Anthony N.

“…This article presents a sequential Monte Carlo (SMC) algorithm that can be used for any one-at-a-time Bayesian sequential design problem in the presence of…”
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An approach for finding fully Bayesian optimal designs using normal-based approximations to loss functions by Overstall, Antony M., McGree, James M., Drovandi, Christopher C.

“…The generation of decision-theoretic Bayesian optimal designs is complicated by the significant computational challenge of minimising an analytically…”
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Statistical Tests and Association Measures for Business Processes by Leemans, Sander J.J., McGree, James M., Polyvyanyy, Artem, ter Hofstede, Arthur H.M.

“…Through the application of process mining, organisations can improve their business processes by leveraging data recorded as a result of the performance of…”
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Principles of Experimental Design for Big Data Analysis by Drovandi, Christopher C., Holmes, Christopher C., McGree, James M., Mengersen, Kerrie, Richardson, Sylvia, Ryan, Elizabeth G.

“…Big Datasets are endemic, but are often notoriously difficult to analyse because of their size, heterogeneity and quality. The purpose of this paper is to open…”
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