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1,609 matches · Advanced Statistical Methods and Models

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001A Sign-Symmetric Reformulation of the Hassanat Distance for Data with Negative Feature ValuesOpenAlexPaperMohammad Saad Alaydaa, Gaseb Alotibi et al.Jul 20
002When the Calibration Set Lies: Post-hoc Recalibration under Label Noise and Simple Forward CorrectionsOpenAlexPaperAman KumarJul 20
003When the Calibration Set Lies: Post-hoc Recalibration under Label Noise and Simple Forward CorrectionsOpenAlexPaperAman KumarJul 20
004Detecting k-nonstretchability via a class of informationally complete symmetric measurementsOpenAlexPaperYan Hong, Mengjia Zhang et al.Jul 17
005A Leave-One-Out Influence Statistic for Density-Based Outlier DetectionOpenAlexPaperAurélien Nicosia, Thierry Duchesne et al.Jul 15
006Regularized maximum mean discrepancy for variable importance measureOpenAlexPaperJunfeng Huo, Bingyao Huang et al.Jul 10
007An Automated Framework for Detecting and Fixing Outliers in DataOpenAlexPaperSuruthika C DJul 8
008An Automated Framework for Detecting and Fixing Outliers in DataOpenAlexPaperSuruthika C DJul 8
009Optimizing classification accuracy under non-normal measurement errors: a unified approach using Half-Normal and Exponential ROC curvesOpenAlexPaperDanisiri Tanuja, Siva GJul 8
010Model‐Agnostic Influential Outlier MetricOpenAlexPaperColin Jones, David A. CampbellJul 7
011An assessment of data-centric methods for label noise identification in remote sensing data setsOpenAlexPaperFelix Kröber, Genc Hoxha et al.Jul 3
012An Efficient Outlier Detection in High Dimensional Data with Ridge RegressionOpenAlexPaperMoram Vishnu Vardhana Rao, Patanala Srirama C. MurthyJul 2
013Robust clustering in the presence of outliers using a Majorization-Minimization Kmeans AlgorithmOpenAlexPaperAyyub Sheikhi, Mohammad Ali YaghoobiJul 2
014Detecting Channel Stuffing: An Unsupervised Learning ApproachOpenAlexPaperQing Huang, Huijue Kelly Duan et al.Jul 1
015On the Method of Estimating the Parameters of Scale Mixtures of Generalized Gamma DistributionsOpenAlexPaperA. A. Kudryavtsev, O. V. ShestakovJul 1
016Minimum Volume Conformal Sets for Multivariate RegressionOpenAlexPaperSacha Braun, Liviu Aolaritei et al.Jun 29
017Semi-discrete convex order and Laguerre tessellation fittingOpenAlexPaperDavid P. Bourne, Thomas Gallouët et al.Jun 29
018A unified approach to outlier identification for mixed-type dataOpenAlexPaperEfthymios Costa, Christian HennigJun 24
019From log-likelihood to probability-likelihood: A novel approach to enhancing classification performance by in-depth Bayesian inferenceOpenAlexPaperXinyu Zhu, Limin Wang et al.Jun 19
020Integrating Statistical Depth Functions with Deep Learning for Explainable Multivariate Outlier DetectionOpenAlexPaperHedeel Kamil HabeebJun 19
021Structured Mixture of Continuation-ratio Logits Models for Ordinal RegressionOpenAlexPaperJizhou Kang, Athanasios KottasJun 17
022Improving Linear Regression on Small Datasets via Gaussian Process and Extreme Value Theory-Based Data AugmentationOpenAlexPaperIbrahim Salay, Jagath SenarathneJun 16
023<p>Candidate and chosen values when tuning the hyperparameters used in each of the 35 random forest models trained in the Aggregate approach.</p>OpenAlexPaperBruno Alves-Maciel, Sanjana Pampati et al.Jun 9
024A Statistical Model to Normalize the Performance Evaluation of Employees – A Case StudyOpenAlexPaperRanjan Kumar Sahoo Ranjan Kumar Sahoo, Srinibasa Sahoo Srinibasa SahooJun 7
025<p>Stability analysis of StPedf on simulated datasets.</p>OpenAlexPaperYuan Zhang (41832), Ziyan Sun (2890595) et al.Jun 5
026<p>Stability analysis of StPedf on simulated datasets.</p>OpenAlexPaperYuan Zhang (41832), Ziyan Sun (2890595) et al.Jun 5
027Extending TCLUST to higher dimensionsOpenAlexPaperLucía Trapote Reglero, Luis Ángel García Escudero et al.Jun 2
028Outlier Detection Methods for One-Dimensional Features Based on the Isolation Forest and 2-Means AlgorithmsOpenAlexPaperKonrad Furmańczyk, Marcin DudzińskiJun 2
029Density power divergence based learning of deep neural network models with application to outlier detectionOpenAlexPaperMoosup KimMay 31
030Variables Selection in Inverse Gaussian Regression Model using Modified Heuristic Search AlgorithmOpenAlexPaperSura HusseinMay 31
031Shrinkage heteroscedastic discriminant algorithms for classifying multi-class high-dimensional data: insights from a national health surveyOpenAlexPaperHuman Sciences Research CouncilMay 22
032Evaluation of the number of clusters in a data set using $p$-values from Multiple Tests of HypothesesOpenAlexPaperSoumita ModakMay 20
033Robust subsampling framework for data with influential pointsOpenAlexPaperJiaqi Wang, Bingbing Wang et al.May 20
034Jackknife Standard Errors for Clustered RegressionOpenAlexPaperBruce E HansenMay 19
035Copulas-Based Outlier Detection: A Multivariate Statistical FrameworkOpenAlexPaperAgus Edy RangkutiMay 16
036Copulas-Based Outlier Detection: A Multivariate Statistical FrameworkOpenAlexPaperAgus Edy RangkutiMay 16
037Finding a quantile interval control for solving stability recovery problems in a distributed spaceOpenAlexPaperNazariy BrudkovMay 10
038Finding a quantile interval control for solving stability recovery problems in a distributed spaceOpenAlexPaperNazariy BrudkovMay 10
039Shifted asymmetric Laplace mixtures of expertsOpenAlexPaperSphiwe B. Skhosana, Hien Thi Thanh NguyenMay 3
040Variable selection and inference with a new robust Bayesian elastic netOpenAlexPaperXi Lu, Jie Ren et al.May 3
041A Hybrid Nonparametric Framework for Outlier Detection in Functional Time SeriesOpenAlexPaperJesus David Solano Velasquez, Rubén Darío Guevara et al.May 1
042A Hybrid Nonparametric Framework for Outlier Detection in Functional Time SeriesOpenAlexPaperDavid Solano, Rubén Darío Guevara et al.May 1
043Befitting Bootstrap Analysis: The Effect of ImbalanceOpenAlexPaperRon S. Kenett, Peter GedeckMay 1
044Fast Convergence for Weighted Least Squares EstimatesOpenAlexPaperAndrey SarantsevApr 30
045Minimum Covariance Determinant Estimator and Outlier Detection for Interval-valued DataOpenAlexPaperCatarina P. Loureiro, M. Rosário Oliveira et al.Apr 29
046Robust fuzzy clustering with cellwise outliersOpenAlexPaperGiorgia Zaccaria, Lorenzo Benzakour et al.Apr 21
047Area-based epigraph and hypograph indices for functional outlier detectionOpenAlexPaperBelén Pulido, Alba M. Franco‐Pereira et al.Apr 16
048Multi-Group Quadratic Discriminant Analysis via ProjectionOpenAlexPaperYuchao Wang, Tianying WangApr 2
049Performance Evaluation of Measures of Central Tendency (MCT) in Tackling Missing Data in Collinear Regressors: A Comparison of Linear EstimatorsOpenAlexPaperOluwatobi N. Ogunnusi, Timothy O. Olatayo et al.Apr 1
050Swamping and masking rate in binomial regression modelOpenAlexPaperNoora N. SalehMar 27
051The exact amount of t-ness that the normal model can tolerateOpenAlexPaperHjort, Nils LidMar 27
052An Empirical Framework for Outlier Detection Based on Data Distribution and DimensionalityOpenAlexPaperShubham Shah, Anjali Jivani et al.Mar 26
053An Empirical Framework for Outlier Detection Based on Data Distribution and DimensionalityOpenAlexPaperShubham Shah, Anjali Jivani et al.Mar 26
054<tt> <b>ChauBoxplot</b> </tt> and <b> <tt>AdaptiveBoxplot</tt> </b> : two R packages for boxplot-based outlier detectionOpenAlexPaperTiejun Tong, Hongmei Lin et al.Mar 24
055On the Reliability of Feature Selection under Non-linear and Complex Data GeometriesOpenAlexPaperOmaimah S. Al HosniMar 20
056Coordinate Descent Algorithm for Least Absolute Deviations RegressionOpenAlexPaperZehaan Naik, Debasis KunduMar 19
057Outlier Curve Detection in Functional Data Using Robust FPCAOpenAlexPaperWilson Pérez-Rocano, Antonio Gabriel López-Herrera et al.Mar 14
058Anomaly detection using surprisalsOpenAlexPaperRob J Hyndman, David T. FrazierMar 10
059Ellipse fitting with data snooping under the nonlinear Gauss–Helmert model for enhanced image measurementOpenAlexPaperZhisheng Zhao, Zengke Li et al.Mar 6
060PMlsspcaOpenAlexPaperGiovanni MerolaMar 3

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