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4,622 matches · Statistical Methods and Inference

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001Effective Sample Size for Conformal Calibration under Shared AncestryOpenAlexPaperAdam Noonan4 days ago
002Effective Sample Size for Conformal Calibration under Shared AncestryOpenAlexPaperAdam Noonan5 days ago
003Effective Sample Size for Conformal Calibration under Shared AncestryOpenAlexPaperAdam Noonan5 days ago
004Online learning of Cauchy loss with mini-batch gradientOpenAlexPaperHongfei Xu, Xiao Zhang et al.Jul 22
005Scalable Bayesian Inference for Time Series via Divide and ConquerOpenAlexPaperRihui Ou, Lachlan Astfalck et al.Jul 21
006Finite-Moment Identifiability and Depth-Sensitive Recovery of Edge Failures from Boundary Heat ObservationsOpenAlexPaperAbraham RubinestockJul 20
007Mixture and separation of log-concave measuresOpenAlexPaperMarch T. Boedihardjo, Yao XieJul 19
008Asymptotically exact threshold for detecting anomalies in multivariate Gaussian data with application to time seriesOpenAlexPaperMarie Turcicova, Patrícia MartinkováJul 17
009Neural Networks of Outcome Weighted Learning for Individualized Treatment RulesOpenAlexPaperZhu WangJul 17
010Improving Learning Vector Quantization through Stochastic Exploration and Prototype RestorationOpenAlexPaperÁlvaro Anzueto-Ríos, Estefanía Figueroa-Acevedo et al.Jul 16
011Improving Learning Vector Quantization through Stochastic Exploration and Prototype RestorationOpenAlexPaperÁlvaro Anzueto-Ríos, Estefanía Figueroa-Acevedo et al.Jul 16
012Sub-Poisson Distributions: Concentration Inequalities, Optimal Variance Proxies, and Closure PropertiesOpenAlexPaperLasse Leskelä, Ian VälimaaJul 16
013Bias Correction for Relative Importance Measures via Doubly Stochastic ReallocationOpenAlexPaperTien-En Chang, Argon ChenJul 15
014Aggregation Decomposition Index (ADI): An Outcome-Aware DiagnosticOpenAlexPaperShangan KeJul 14
015Bandwidth-free nonparametric density estimation for grouped dataOpenAlexPaperFurkan Danisman, Hanna Jankowski et al.Jul 14
016Finite mixtures of matrix-variate normal distributions on censored and missing dataOpenAlexPaperSalvatore D. Tomarchio, Victor H. LachosJul 14
017Learning Low‐Dimensional Representations via Generalized Reduced Rank RegressionOpenAlexPaperYubin Jeong, Kyongwon Kim et al.Jul 14
018Robust Nonparametric Inference in High Dimensions: A Bayesian-Frequentist SynthesisOpenAlexPaperZen Revista, 10 MATHJul 14
019Robust Nonparametric Inference in High Dimensions: A Bayesian-Frequentist SynthesisOpenAlexPaperZen Revista, 10 MATHJul 14
020Local Asymptotic Power of Honest Confidence IntervalsOpenAlexPaperHugo FreemanJul 12
021Deep learning embedded latent class joint modelling of time-to-event and longitudinal dataOpenAlexPaperTristan Harris, Najmeh Nakhaei Rad et al.Jul 10
022Orthogonalized Design Matrices Speed-ups of Bayesian Semiparametric RegressionOpenAlexPaperNurul Fitriyani, Matt P. WandJul 10
023SPOT-IC: Improving prediction for interval-censored data via survival probability transferOpenAlexPaperJingyi Hu, Yu GuJul 10
024The Cost of Discretization in Functional Linear Regression: Minimax Rates and AdaptationOpenAlexPaperT. Tony Cai, Yicheng LiJul 10
025Toward Joint Prediction of a Longitudinal Marker and a Terminal Event: A bivariate discrete-time frameworkOpenAlexPaperStephanie Armbruster, Daniel Kramer et al.Jul 10
026Bayesian DAG Structure Learning with Simultaneous Shrinkage Covariance Estimation under Scale-Mixture Error Distributions in the Proportional High-Dimensional RegimeOpenAlexPaperSamaneh Nazari, ‎M‎ohammad Arashi et al.Jul 9
027Estimation with Genetic Algorithms (GAs)OpenAlexPaperJitendra R. Raol, Sara M. GeorgeJul 9
028Scalable Subset Selection in Linear Mixed ModelsOpenAlexPaperRyan Thompson, M. P. Wand et al.Jul 9
029<p>Heatmap of mean rank differences (ΔR) for baseline models versus the LLM (ablation without temporal embeddings).</p>OpenAlexPaperXC Wu, Jinyuan Wu (3753697) et al.Jul 8
030A logistic-transform model on the unit interval: Distributional properties and likelihood-based inferenceOpenAlexPaperKhan Ak, Abdus Saboor et al.Jul 8
031Empirical Bayes Estimation of the Mean of a Function of the Latent Variable with Applications to the Treatment of NonresponseOpenAlexPaperEitan Greenshtein, Ya'acov RitovJul 8
032Minimum Norm Interpolation via The Local Theory of Banach Spaces: The Role of GaussianityOpenAlexPaperGil Kur, Reese PathakJul 8
033Best Subset Selection in Linear Regression: Fixed-Design Error Bounds and Insights for Random DesignsOpenAlexPaperMaxim FedotovJul 7
034Extremile scalar‐on‐function regressionOpenAlexPaperMaria Laura Battagliola, Martin BladtJul 7
035Income inequality estimation with gamma mixturesOpenAlexPaperRoberto Vila, Helton Saulo et al.Jul 7
036The Likelihood CorrespondenceOpenAlexPaperThomas Kahle, Hal Schenck et al.Jul 7
037<p>Schematic of assessing the replicability of a CP or PARAFAC2 model with <i>R</i> components used in model selection.</p>OpenAlexPaperBalázs Erdõs, Christos Chatzis et al.Jul 6
038Statistical inference based on band-limited kernels: Rational-infinitely divisible distributions and beyondOpenAlexPaperVladimir Panov, Anton RyabchenkoJul 6
039TreeSHAP-Importance-Weighted Feature-Group Fusion for Tabular Regression: Centered Additive Decomposition, Rade-Macher Complexity Control, and Attribution StabilityOpenAlexPaperShengyuan Chi, Y ZHAO et al.Jul 6
040FCS-SMOTE: An Enhanced Synthetic Minority Over-sampling Technique Based on Feature Checksum ConstraintsOpenAlexPaperJincheng ZhangJul 4
041FCS-SMOTE: An Enhanced Synthetic Minority Over-sampling Technique Based on Feature Checksum ConstraintsOpenAlexPaperJincheng ZhangJul 4
042Multi-resolution Collapse SMOTE: Over-sampling Unbalanced Data Structure via Multi-scale Spatial MappingOpenAlexPaperJincheng ZhangJul 4
043Multi-resolution Collapse SMOTE: Over-sampling Unbalanced Data Structure via Multi-scale Spatial MappingOpenAlexPaperJincheng ZhangJul 4
044Posterior uncertainty for kernel density estimatesOpenAlexPaperDennis Christensen, Torjus Svardal et al.Jul 4
045Transfer learning for sparse multivariate principal covariates regressionOpenAlexPaperKaixuan Li, Yunquan SongJul 4
046Continuous-Time Bayesian Networks with Structured Shrinkage Priors for Modelling Multimorbidity Trajectories in Large-Scale Electronic Health RecordsOpenAlexPaperOyebayo R. Olaniran, Soumya S. Paria et al.Jul 2
047Renewable ridge selection operator with streaming datasetsOpenAlexPaperMei Yao, Kang Meng et al.Jul 2
048A Bayesian transfer learning model for mixed-effects longitudinal data analysisOpenAlexPaperJialing Liu, Souradipto Ghosh Dastidar et al.Jul 1
049Bayesian Nonparametric Clustering for Spatiotemporal Data, With an Application to Air PollutionOpenAlexPaperLuca Aiello, Raffaele Argiento et al.Jul 1
050Distributed Prediction under Heterogeneity with Unidentifiable ParameterOpenAlexPaperErbo Li, Zhaojun Hu et al.Jul 1
051Equivariant SMOTE: Transformation-Invariant Synthetic Minority Over-sampling Technique for Imbalanced Data AugmentationOpenAlexPaperJincheng ZhangJul 1
052Equivariant SMOTE: Transformation-Invariant Synthetic Minority Over-sampling Technique for Imbalanced Data AugmentationOpenAlexPaperJincheng ZhangJul 1
053FI-SMOTE: Explicit Feature Interaction Graph Modeling for Oversampling in Imbalanced LearningOpenAlexPaperJincheng ZhangJul 1
054FI-SMOTE: Explicit Feature Interaction Graph Modeling for Oversampling in Imbalanced LearningOpenAlexPaperJincheng ZhangJul 1
055Feature-Intervention SMOTE: An Synthetic Over-sampling Approach via Artificial Combinatorial Intervention for Imbalanced LearningOpenAlexPaperJincheng ZhangJul 1
056Feature-Intervention SMOTE: An Synthetic Over-sampling Approach via Artificial Combinatorial Intervention for Imbalanced LearningOpenAlexPaperJincheng ZhangJul 1
057W-SMOTE: An Oversampling Method Based on the Minimal Path of Wasserstein Distance for Imbalanced LearningOpenAlexPaperJincheng ZhangJul 1
058W-SMOTE: An Oversampling Method Based on the Minimal Path of Wasserstein Distance for Imbalanced LearningOpenAlexPaperJincheng ZhangJul 1
059A robust neural network with random effects for subject-specific prediction of clustered count dataOpenAlexPaperHangbin Lee, Il Do Ha et al.Jun 30
060Simultaneous Inference for Partially Observed Functional Time SeriesOpenAlexPaperP. Bastian, Tim KuttaJun 30

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