Results 1 to 10 of about 276 (185)
Novel pruning and truncating of the mixture of vine copula clustering models [PDF]
Scientific Reports, 2022 The mixture of the vine copula densities allows selecting the vine structure, the most appropriate type of parametric marginal distributions, and the pair-copulas individually for each cluster. Therefore, complex hidden dependence structures can be fully
Fadhah Amer Alanazi
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A Synthetic European Weather Dataset Based on Spatiotemporal Vine Copulas [PDF]
Scientific DataA stochastic weather generator provides data by capturing statistical properties of observed weather patterns, enabling the simulation of realistic time series beyond the historic record.
Judith N. Claassen +4 more
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Mixed vine copula flows for flexible modeling of neural dependencies [PDF]
Frontiers in Neuroscience, 2022 Recordings of complex neural population responses provide a unique opportunity for advancing our understanding of neural information processing at multiple scales and improving performance of brain computer interfaces.
Lazaros Mitskopoulos +2 more
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Application of vine copulas to dependence analysis of water quality data [PDF]
Journal of Applied Research in Water and Wastewater, 2022 In this study, using vine copulas and tree sequences, dependence analysis of groundwater quality variables (Total hardness (TH), Sodium adsorption ratio (SAR), Sodium percentage (Na %) and magnesium (Mg)) was performed.
Mohammad Nazeri Tahroudi +3 more
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Textile effluent treatment using Avocado seeds based activated carbon [PDF]
Journal of Applied Research in Water and Wastewater, 2022 In this study, using vine copulas and tree sequences, dependence analysis of groundwater quality variables (Total hardness (TH), Sodium adsorption ratio (SAR), Sodium percentage (Na %) and magnesium (Mg)) was performed.
Jacques Munyegaju +4 more
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Streamflow estimation at partially gaged sites using multiple-dependence conditions via vine copulas [PDF]
Hydrology and Earth System Sciences, 2021 Reliable estimates of missing streamflow values are relevant for water resource planning and management. This study proposes a multiple-dependence condition model via vine copulas for the purpose of estimating streamflow at partially gaged sites.
K.-H. Ahn
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Simulation of potential evapotranspiration values based on vine copula
Meteorological Applications, 2021 Vine copula had a great impact on the study and analysis of dependence structures in various sciences. In multivariate analyses with dimensions of more than two variables, it is associated with computational complexities that solve vine copulas and these
Abbas Khashei‐Siuki +3 more
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MATVines: A vine copula package for MATLAB
SoftwareX, 2021 Vine copulas provide a way to model a d-dimensional copula with bivariate building blocks and have been applied to a wide range of research topics. The MATVines package is presented, which implements vine copula functionalities for MATLAB. In particular,
Maximilian Coblenz
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A continuous rainfall model based on vine copulas [PDF]
Hydrology and Earth System Sciences, 2015 Copulas have already proven their flexibility in rainfall modelling. Yet, their use is generally restricted to the description of bivariate dependence.
H. Vernieuwe +3 more
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A Mixture of Regular Vines for Multiple Dependencies
Journal of Probability and Statistics, 2021 To uncover complex hidden dependency structures among variables, researchers have used a mixture of vine copula constructions. To date, these have been limited to a subclass of regular vine models, the so-called drawable vine, fitting only one type of ...
Fadhah Amer Alanazi
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