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Balancing solar PV deployment and RD&D
We present a new framework for studying the socially optimal level of generating capacity and public RD&D investments for the electric power sector under decision-dependent technical change uncertainty. We construct a bottom-up...
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Weight Change and the Onset of Cardiovascular Diseases
BACKGROUND: Cross-sectional measures of body mass index (BMI) are associated with cardiovascular disease (CVD) incidence, but less is known about whether weight change affects the risk of CVD. METHODS: We estimated the effect of...
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Identification of a variant in NDP associated with X-linked retinal dysplasia in the English cocker spaniel dog.
PURPOSE: Three related male English Cocker Spaniels (ECS) were reported to be congenitally blind. Examination of one of these revealed complete retinal detachment. A presumptive diagnosis of retinal dysplasia (RD) was provided...
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The global variation of medical student engagement in teaching
Introduction: International medical electives, whereby undergraduates visit an institution in a country other than their own, are a common part of medical training. Visiting students are often asked to provide local teaching...
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Radiofrequency denervation for chronic back pain
Objectives: To assess the effectiveness of radiofrequency denervation (RD) of lumbosacral anatomical targets for the management of chronic back pain. Design: Systematic review and meta-analysis of randomised controlled trials...
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Six principles for energy innovation
Last month, the European Union marked the tenth year of its Strategic Energy Technology Plan. It is one of many policy initiatives worldwide to accelerate innovation in energy technologies to reduce greenhouse-gas emissions. As...
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High-dimensional regression with potential prior information on variable importance
BG Stokell, RD Shah
Jun 29, 2022
There are a variety of settings where vague prior information may be available on the importance of predictors in high-dimensional regression settings. Examples include ordering on the variables offered by their...
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Sub-minute kinetics of human red cell fumarase
Fumarate is an important probe of metabolism in hyperpolarized magnetic resonance imaging and spectroscopy. It is used to detect the release of fumarase in cancer tissues, which is associated with necrosis and drug treatment....
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Modelling Interactions in High-dimensional Data with Backtracking
RD Shah
Apr 19, 2016
We study the problem of high-dimensional regression when there may be interacting variables. Approaches using sparsity-inducing penalty functions such as the Lasso can be useful for producing interpretable models. However, when...
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Space-time percolation and detection by mobile nodes
Alexandre Stauffer
Oct 01, 2015

Consider the model where nodes are initially distributed as a Poisson point process with intensity λ over Rd and are moving in continuous time according to independent Brownian motions. We assume that nodes are capable of...

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Predicting rice phenotypes with meta and multi-target learning
AbstractThe features in some machine learning datasets can naturally be divided into groups. This is the case with genomic data, where features can be grouped by chromosome. In many applications...
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