Search for dissertations about: "Statistical Modelling"
Showing result 16 - 20 of 289 swedish dissertations containing the words Statistical Modelling.
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16. Modelling and Inference using Locally Stationary Processes : Biomedical applications
Abstract : This thesis considers statistical methods for non-stationary signals, specifically stochastic modelling, inference on the model parameters and optimal spectral estimation. The models are based on Silverman’s definition of Locally Stationary Processes (LSPs). READ MORE
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17. On Statistical Aspects of Modelling Financial Volatility
Abstract : This thesis is comprised of five papers that are all related to the subject of financial time series. We study statistical aspects of conditional heteroskedastic models commonly used in modelling financial volatility. Paper I discusses the performance of commonly known information criteria in the presence of various GARCH processes. READ MORE
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18. Statistical gas distribution modelling for mobile robot applications
Abstract : In this dissertation, we present and evaluate algorithms for statistical gas distribution modelling in mobile robot applications. We derive a representation of the gas distribution in natural environments using gas measurements collected with mobile robots. READ MORE
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19. Discourse in Statistical Machine Translation
Abstract : This thesis addresses the technical and linguistic aspects of discourse-level processing in phrase-based statistical machine translation (SMT). Connected texts can have complex text-level linguistic dependencies across sentences that must be preserved in translation. However, the models and algorithms of SMT are pervaded by locality assumptions. READ MORE
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20. Load Modelling for Fatigue Assessment of Vehicles - a Statistical Approach
Abstract : A way of modelling loads in customer usage for fatigue life considerations of vehicles is discussed. The starting point is lateral vehicle loads acting on trucks. Customer usage is described by using road classification. READ MORE