Essays about: "Bayesian statistics"
Showing result 11 - 15 of 67 essays containing the words Bayesian statistics.
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11. Data-driven Discovery of Real-time Road Compaction Parameters
University essay from KTH/Matematisk statistikAbstract : Road compaction is the last and important stage in road construction. Both under-compaction and over-compaction are inappropriate and may lead to road failures. Intelligent compactors has enabled data gathering and edge computing functionalities, which introduces possibilities in data-driven compaction control. READ MORE
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12. Automated HER2 Scoring of Breast Cancer Tissue using Upconverting Nanoparticle Images
University essay from Lunds universitet/Matematik LTHAbstract : Computer aided pathology is becoming more and more of a requirement within pathology due to increased demand of individualised treatments and personalised medicine. Because of the advance of digital pathology in recent years, where a high resolution camera acquire images of microscope slides, pathologists can now assess tissue samples in digital images. READ MORE
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13. Spatial Statistical Modelling of Insurance Claim Frequency
University essay from Lunds universitet/Matematisk statistikAbstract : In this thesis a fully Bayesian hierarchical model that estimates the number of aggregated insurance claims per year for non-life insurances is constructed using Markov chain Monte Carlo based inference with Riemannian Langevin diffusion. Some versions of the model incorporate a spatial effect, viewed as the relative spatial insurance risk that originates from a policyholder's geographical location and where the relative spatial insurance risk is modelled as a continuous spatial field. READ MORE
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14. Quantification of Uncertainty in Quantitative Microbiological Risk Assessment by Bayesian calibration of multiple linked models
University essay from Lunds universitet/Matematisk statistikAbstract : .... READ MORE
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15. Favourable Opportunities in Sports Betting - A Statistical Approach to Football Goals in the Premier League
University essay from KTH/Matematisk statistikAbstract : The premise of this report is to delve into sports betting and whether favourable opportunities can be found, more specifically focusing on over and under odds for number of goals scored in football games of the Premier League. Using historical data from football matches several models are developed, the characteristics of goals warranting the use of probability based Poisson and Negative Binomial models, as well as Bayesian Poisson regression for goal predictions. READ MORE