Essays about: "Metropolis Hastings"
Showing result 6 - 10 of 15 essays containing the words Metropolis Hastings.
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6. Identifiability of pharmacological models from data
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : In order to automate anaesthesia in patients using propofol, closed-loop control systems with models that describe the time course of the drug effects on the body are required, usually being represented by pharmacokinetics and pharmacodynamics(PKPD). This thesis focused on evaluating parameter identifiability for the PK part of the model, using a model proposed by Eleveld et al. READ MORE
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7. Data-driven test case design of automatic test cases using Markov chains and a Markov chain Monte Carlo method
University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)Abstract : Large and complex software that is frequently changed leads to testing challenges. It is well established that the later a fault is detected in software development, the more it costs to fix. READ MORE
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8. Evaluating Markov Chain Monte Carlo Methods for Estimating Systemic Risk Measures Using Vine Copulas
University essay from KTH/Matematisk statistikAbstract : This thesis attempts to evaluate the Markov Chain Monte Carlo (MCMC) methods Metropolis-Hastings (MH) and No-U-Turn Sampler (NUTS) to estimate systemic risk measures. The subject of analysis is an equity portfolio provided by a Nordic asset management firm, which is modelled using a vine copula. READ MORE
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9. Bayesian insurance pricing using informative prior estimation techniques
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Large, well-established insurance companies build statistical pricing models based on customer claim data. Due to their long experience and large amounts of data, they can predict their future expected claim losses accurately. In contrast, small newly formed insurance start-ups do not have access to such data. READ MORE
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10. Reconstruction of past European land cover from pollen data: using spatial statistics and Crank-Nicolson Monte Carlo
University essay from Lunds universitet/Matematisk statistikAbstract : Given a pollen data set from Europe over a time period, the aim is to reconstruct the past land cover by interpolating from the pollen data values to a continuous map. The data is on compositional form with three vegetation categories; coniferous forest, broadleaved forest and open land. READ MORE