Mahalanobis distance and its application for detecting multivariate outliers
H Ghorbani - Facta Universitatis, Series: Mathematics and …, 2019 - casopisi.junis.ni.ac.rs
While methods of detecting outliers is frequently implemented by statisticians when
analyzing univariate data, identifying outliers in multivariate data pose challenges that …
analyzing univariate data, identifying outliers in multivariate data pose challenges that …
Distance-based outlier detection for high dimension, low sample size data
Despite the popularity of high dimension, low sample size data analysis, there has not been
enough attention to the sample integrity issue, in particular, a possibility of outliers in the …
enough attention to the sample integrity issue, in particular, a possibility of outliers in the …
Text-independent speaker identification using robust statistics estimation
M El Ayadi, AKSO Hassan, A Abdel-Naby… - Speech …, 2017 - Elsevier
It is well-known that the performance of Gaussian mixture model-based text-independent
speaker identification systems deteriorates significantly with the presence of noise and …
speaker identification systems deteriorates significantly with the presence of noise and …
Impact of reduced sampling frequency of illicit drug wastewater monitoring in the Netherlands
RPJ Hoondert, E Emke, E Nagelkerke, E Roex… - Science of The Total …, 2024 - Elsevier
Drug consumption estimates are traditionally based on surveys or information from police
seizures. Alternatively, residues of illicit drugs in untreated wastewater (influent) can be used …
seizures. Alternatively, residues of illicit drugs in untreated wastewater (influent) can be used …
Improved spatial outlier detection method within a river network
NF Mohd Ali, R Mohamad Yunus, I Mohamed… - Sains …, 2022 - eprints.um.edu.my
A spatial outlier refers to the observation whose non-spatial attribute values are significantly
different from those of its neighbors. Such observations can also be found in water quality …
different from those of its neighbors. Such observations can also be found in water quality …
Evaluation of outlier detection method performance in symmetric multivariate distributions
Determining outliers is more complicated in multivariate data sets than it is in univariate
cases. The aim of this study is to evaluate the blocked adaptive computationally efficient …
cases. The aim of this study is to evaluate the blocked adaptive computationally efficient …
Robust modified classical spherical tests in the presence of outliers
LL Campos, DF Ferreira - Statistical Papers, 2022 - Springer
This paper verifies if the classical test to sphericity hypotheses with homogeneous variances
equal to one and null covariances is applicable for cases in the presence of outliers based …
equal to one and null covariances is applicable for cases in the presence of outliers based …
[PDF][PDF] Empirical robust multivariate regression parameter estimation using median approach
OK Sajana, T ASajesh - Int. J. Sci. Res. in Mathematical …, 2018 - pdfs.semanticscholar.org
Accepted: 14/Oct/2018, Online: 31/Oct/2018 Abstract—Main purpose of multivariate
regression analysis is the estimation of model parameters. The use of maximum likelihood …
regression analysis is the estimation of model parameters. The use of maximum likelihood …
Estudio de parámetros ambientales utilizando técnicas espectroscópicas, datos meteorológicos y métodos estadísticos
G Ratto - 2016 - sedici.unlp.edu.ar
La ciudad de La Plata y alrededores (ubicada en el Estuario del Río de La Plata en
Sudamérica) es una de las seis urbes más pobladas de la Argentina (alrededor de 800 000 …
Sudamérica) es una de las seis urbes más pobladas de la Argentina (alrededor de 800 000 …
Improved Spatial Outlier Detection Method Within a River Network (Kaedah Pengesanan Pencilan Reruang DiPerbaik dalam Suatu Jaringan Sungai)
A spatial outlier refers to the observation whose non-spatial attribute values are significantly
different from those of its neighbors. Such observations can also be found in water quality …
different from those of its neighbors. Such observations can also be found in water quality …