Bayesian selector of adaptive bandwidth for multivariate gamma kernel estimator on [0,∞ )d [PDF]
Journal of Applied Statistics, 2021 Bayesian bandwidth selections in multivariate associated kernel estimation of probability density functions are known to improve classical methods such as cross-validation techniques in terms of execution time and smoothing quality. The paper focuses on a basic multivariate gamma kernel which is appropriated to estimate densities with support [ 0 , ∞ )
Sobom M. Somé, Célestin C. Kokonendji
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The adaptive gamma-BSPE kernel density estimation for nonnegative heavy-tailed data
Journal of Innovative Applied Mathematics and Computational Sciences, 2022 In this work, we consider the nonparametric estimation of the probability density function for nonnegative heavy-tailed (HT) data. The objective is first to propose a new estimator that will combine two regions of observations (high and low density ...
Yasmina ZIANE +2 more
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Bandwidth Selectors on Semiparametric Bayesian Networks
Information SciencesSemiparametric Bayesian networks (SPBNs) integrate parametric and non-parametric probabilistic models, offering flexibility in learning complex data distributions from samples. In particular, kernel density estimators (KDEs) are employed for the non-parametric component.
Víctor Alejandre +2 more
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Do the New Rural Pension Scheme promote the health status of chronic patients in old age? -Evidence from CHARLS 2018 in China. [PDF]
BMC Public Health, 2023 Liang Q, Chen Y, Zhang Z, An S.
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Bayesian nonparametric inference for the overlap coefficient: With an application to disease diagnosis. [PDF]
Stat Med, 2022 Inácio V, Garrido Guillén JE.
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Null Subcarrier Index Modulation in OFDM Systems for 6G and Beyond. [PDF]
Sensors (Basel), 2021 Eren T, Akan A.
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Bayesian and influence function-based empirical likelihoods for inference of sensitivity to the early diseased stage in diagnostic tests. [PDF]
Biom J, 2023 Hai Y +3 more
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Brain-Inspired Hardware Solutions for Inference in Bayesian Networks. [PDF]
Front Neurosci, 2021 Bagheriye L, Kwisthout J.
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Efficient Binary Weight Convolutional Network Accelerator for Speech Recognition. [PDF]
Sensors (Basel), 2023 Guo L +5 more
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Seasonally mediated niche partitioning in a vertically compressed pelagic predator guild. [PDF]
Proc Biol Sci, 2023 Logan RK +3 more
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