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Value at risk measure on oil price by using extreme value theory approach
Published 2022“…This study utilises Value at Risk (VaR) as a measure of risk. Extreme Value Theory (EVT) is used to improve the reliability of the risk measurement. …”
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Extreme value theory for modeling and prediction of high PM10 concentration in Johor
Published 2013“…When consider the extreme level of pollutant concentration, the Extreme Value Theory (EVT) is a best solution to model the extreme data and predict the level of dangerous concentration. …”
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3
Modified boxplot and stairboxplot for generalized extreme value distribution
Published 2017Subjects: Get full text
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4
Goodness-of-fit tests for extreme value distributions
Published 2013Subjects: “…Extreme value theory…”
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5
Extreme air pollutant data analysis using classical and Bayesian approaches
Published 2015Subjects: Get full text
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6
Functional data analysis for extreme data
Published 2016Subjects: “…Functional data analysis; Extreme values theory; Fourier series; Generalize cross-validation…”
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Functional extreme rainfall data in Petaling Jaya
Published 2016“…This research implements two important main fields of the study which is functional data analysis and extreme value theory. The aims of this study are to convert the extreme rainfall data into functions and to propose method development for functional data analysis in extreme value theory. …”
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8
Survival Study of Extreme Record
Published 2008“…We make use of the extreme value theory for minima and utilized the facility provided by the Kaplan-Meier to develop new goodness-of-fit test method via graphical approaches.…”
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9
Modelling record times in sport with extreme value methods
Published 2016“…We exploit connections between extreme value theory and record processes to develop inference methods for record processes. …”
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10
Multiple-try Metropolis Hastings for modeling extreme PM10 data
Published 2013“…Awareness of catastrophic events brings the attention to work out the relationship of these events by using statistical analysis of Extreme Value Theory (EVT). This study focused on extreme PM10 data using a Gumbel distribution which is one of the Extreme Value distributions. …”
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Conference or Workshop Item -
11
Model selection and validation of extreme distribution by goodness-of-fit test based on conditional position
Published 2013“…In Extreme Value Theory, the important aspect of model extrapolation is to model the extreme behavior. …”
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12
Extreme value analysis for modeling high PM10 level in Johor Bahru
Published 2015“…Extreme value theory is a very well-known statistical analysis for modeling extreme data in environmental management. …”
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13
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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14
Hypothesis tests of goodness-of-fit for Fréchet distribution
Published 2014“…Extreme Value Theory (EVT) is a statistical field whose main focus is to investigate extreme phenomena. …”
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15
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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16
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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Thesis