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Novelty detection with extreme value theory in vital-sign monitoring
Published 2013“…Specifically, we propose a multivariate extension to extreme value theory and, more generally, order statistics, suitable for performing novelty detection in time-series generated from a multivariate, possibly multimodal model.…”
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Modified boxplot and stairboxplot for generalized extreme value distribution
Published 2017Subjects: Get full text
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Goodness-of-fit tests for extreme value distributions
Published 2013Subjects: “…Extreme value theory…”
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Extreme air pollutant data analysis using classical and Bayesian approaches
Published 2015Subjects: Get full text
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Reliable attribution and projection of extreme heat events altered by human influence on the climate
Published 2022Subjects:Thesis -
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ESTIMASI VALUE AT RISK DAN EXPECTED SHORTFALL UNTUK HETEROSKEDASTIK RUNTUN WAKTU FINANSIAL DENGAN GENERALIZED PARETO DISTRIBUTION
Published 2013“…The method used is combination of GARCH models and Extreme Value Theory (EVT). The GARCH models used to estimate volatility and EVT for estimating the tail of distribution. …”
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Extreme growth behaviour of corrosion pit in hydrocarbon pipeline (case study of ø242.1mm pipeline)
Published 2008“…Thus, in this study, extreme values analysis using extreme value theory, peaks-over-threshold method or combination of both methods is adopted to analyze the inspection data. …”
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Anomaly detection in vessel track data
Published 2014“…<p>This thesis introduces novelty detection techniques that use a combination of Gaussian processes, extreme value theory and divergence measurement to identify anomalous behaviour in both streaming and batch marine data. …”
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Slice sampler and metropolis hastings approaches for bayesian analysis of extreme data
Published 2016“…In this research, application of extreme value theory within a Bayesian framework using the Metropolis Hastings algorithm and the slice sampler algorithm as an alternative approach, has been introduced. …”
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Exchange market pressure in identifying currency crisis and its effectiveness in monetary policy in selected Asian countries
Published 2018“…In addition, this study also dated the currency crisis with more sophisticated statistical tests and methods, such as Extreme Value Theory (EVT). Apart from that, this study applied the Structural Vector Autoregressive (SVAR) models to analyse the effectiveness of monetary policy in decreasing currency pressure. …”
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Essays on international financial integration
Published 2019“…First, we identify turbulence episodes of exchange market pressure (EMP) index for each sample country under framework of extreme value theory. Second, a comparative analysis between the extreme positive and negative EMP episodes is carried out by using panel multinomial logistic regression. …”
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Inference for autoregressive and moving average models with extreme value distribution via simulation study
Published 2015“…The extension of time series to extreme value theory can be achieved by inducing time dependence in the underlying state of an extreme value process. …”
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Phenotypic modelling of Crohn's disease severity: a machine learning approach
Published 2016“…</p> <p>Faced with the challenge of unevenly-sampled and sparse clinical time series data, we have proposed a novel approach founded in extreme value theory (EVT) as a means to convert these measurements into interpretable metrics of patient abnormality. …”
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