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8,344 matches · Bayesian Methods and Mixture Models

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001Combining Accuracy and Precision in Macsum Aggregation LearningOpenAlexPaperIsaac Kinane, Christophe Marsala et al.Sep 15
002Sampling High-Dimensional Constrained Gaussian Distributions Using Circulant GibbsOpenAlexPaperPierre Minier, Jean-François Giovannelli et al.Sep 13
003Inference on location for noisy directional data: A Le Cam approach to quantify the value of the hyperspherical a priori informationOpenAlexPaperDiego Bolón Rodríguez, Davy Paindaveine et al.Aug 1
004Incremental KaSa: Static Analysis of Kappa Models at Edit TimeOpenAlexPaperRebecca Ghidini, Jérôme Feret7 days ago
005Working with Circular Data: A Tutorial for Cognitive and Behavioral ResearchOpenAlexPaperChris Jungerius, Paul Bays et al.7 days ago
006Interpretable inference of collective models from trajectory data with two-stage rule learningOpenAlexPaperTong Liu, Tao Wang et al.Jul 23
007Covariate-dependent Kato–Jones mixtures with an explicit uniform background for wind-direction regimesOpenAlexPaperAbdolnasser SadeghkhaniJul 22
008Latent Variable Models and Graphical ModelsOpenAlexPaperMax Welling, Sirui Lu et al.Jul 22
009Modeling real life data through an extension of the power Ailamujia distribution and its AR(1) processOpenAlexPaperRabab S. Gomaa, Mohamed A. Abd Elgawad et al.Jul 22
010Post-Monte Carlo E: Endogenous Exploration Mechanism in Transdimensional Inference—Posterior Predictive-Driven MCMC Dimensionality EvolutionOpenAlexPaperchangzheng zhou, ziqing zhouJul 22
011Post-Monte Carlo E: Endogenous Exploration Mechanism in Transdimensional Inference—Posterior Predictive-Driven MCMC Dimensionality EvolutionOpenAlexPaperchangzheng zhou, ziqing zhouJul 22
012Covariance-Based SEM without Explicit Latent VariablesOpenAlexPaperBill ShipleyJul 21
013Modelling Explicit Latent Variables in Covariance-Based SEMOpenAlexPaperBill ShipleyJul 21
014Post-Monte Carlo A: Endogenous Dimensionality in Extensible Sampling Spaces and the Structural Adaptivity of MCMCOpenAlexPaperchangzheng zhou, ziqing zhouJul 21
015Post-Monte Carlo A: Endogenous Dimensionality in Extensible Sampling Spaces and the Structural Adaptivity of MCMCOpenAlexPaperchangzheng zhou, zhou, ziqingJul 21
016Modifications of the BIC for order selection in finite mixture modelsOpenAlexPaperHien D. Nguyen, TrungTin NguyenJul 20
017On Mixtures of Three Homoscedastic Gaussian Densities: An Unconditional Sharper Bound on the Number of ModesOpenAlexPaperAkifumi Okuno, Yutaro KabataJul 20
018Performance Comparison of K-Means and Hybrid Hierarchical–Partitioning Methods for Clustering EfficiencyOpenAlexPaperBowo WinarnoJul 20
019Informational Requirements for Pre-Categorical Relational Models: Identifiability, Measure, Dynamic Closure, and Coarse-GrainingOpenAlexPaperFelipe RomeroJul 19
020Informational Requirements for Pre-Categorical Relational Models: Identifiability, Measure, Dynamic Closure, and Coarse-GrainingOpenAlexPaperFelipe RomeroJul 19
021Mixture and separation of log-concave measuresOpenAlexPaperMarch T. Boedihardjo, Yao XieJul 19
022Generalized reparametrized variational Bayes with skew-symmetric normalizationOpenAlexPaperAoxiang Chen, Linda S. L. TanJul 18
023Generalized Linear Models in Distributed Environments: a Framework for Optimal Subset SelectionOpenAlexPaperHongmei Lin, Xinxin Xiao et al.Jul 17
024A BGe score for tied-covariance mixture Gaussian Bayesian networksOpenAlexPaperMarco GrzegorczykJul 16
025Model-Based Clustering via Parsimonious Mixtures of Dimension-Wise Scaled Normal MixturesOpenAlexPaperSalvatore D. Tomarchio, Luca Bagnato et al.Jul 16
026Model-Based Clustering via Parsimonious Mixtures of Dimension-Wise Scaled Normal MixturesOpenAlexPaperSalvatore D. Tomarchio, Luca Bagnato et al.Jul 16
027Sub-Poisson Distributions: Concentration Inequalities, Optimal Variance Proxies, and Closure PropertiesOpenAlexPaperLasse Leskelä, Ian VälimaaJul 16
028Bandwidth-free nonparametric density estimation for grouped dataOpenAlexPaperFurkan Danisman, Hanna Jankowski et al.Jul 14
029Bayesian and Deep Learning Latent Class Methodology for Ecological Momentary Assessment and Imaging DataOpenAlexPaperTianyi WangJul 14
030DPΦ Order-Geometry Toy Model: Preregistration of a DPT-Native Geometry Selection TestOpenAlexPaperDebra S. GavantJul 14
031Deep Simulation-Based Inference for Inhomogeneous Bivariate Log-Gaussian Cox ProcessesOpenAlexPaperQin Zou, Yan Wang et al.Jul 14
032Enhancing Bayesian networks through logistic regression: A case study of Czech Society DivisionsOpenAlexPaperJiří VomlelJul 14
033Evaluating Missing Data Imputation Strategies for Environmental Mixture Models: A Simulation Study and Applied AnalysisOpenAlexPaperYvonne S. Boafo, Sayed Mostafa et al.Jul 14
034Evaluation of Circular Logistic Regression Models with Asymmetric Link FunctionsOpenAlexPaperFeridun TaşdanJul 14
035Finite mixtures of matrix-variate normal distributions on censored and missing dataOpenAlexPaperSalvatore D. Tomarchio, Victor H. LachosJul 14
036Modeling Heavy Tail Data With Bayesian Nonparametric MixturesOpenAlexPaperLuis E. Nieto‐BarajasJul 14
037Robust Nonparametric Inference in High Dimensions: A Bayesian-Frequentist SynthesisOpenAlexPaperZen Revista, 10 MATHJul 14
038Robust Nonparametric Inference in High Dimensions: A Bayesian-Frequentist SynthesisOpenAlexPaperZen Revista, 10 MATHJul 14
039funFMC: Overlapping Clustering for Functional DataOpenAlexPaperAbhiti Mishra, Kean Ming Tan et al.Jul 14
040<p>Stan code.</p>OpenAlexPaperSimo Kitanovski (9926193), Shannon Conroy (24386732) et al.Jul 13
041Improving parameter estimation and order selection for beta mixture modelsOpenAlexPaperTom Tang, Mingxing He et al.Jul 13
042Improving parameter estimation and order selection for beta mixture modelsOpenAlexPapertom tang, Mingxing He et al.Jul 13
043Improving parameter estimation and order selection for beta mixture modelsOpenAlexPapertom tang, Mingxing He et al.Jul 13
044Optimal distributed subsampling for joint mean and variance models in heterogeneous multi-source big dataOpenAlexPaperZhengyu Xiong, Liguo Yang et al.Jul 12
045Scalable Bayesian Quantile Regression via EM and INLA: The EM-INLA AlgorithmOpenAlexPaperTomas Rodriguez Taborda, Johnatan Cardona-JiménezJul 11
046<p>Determination of optimal cluster number.</p>OpenAlexPaperKatarina M. DiLillo, Catherine S. Forconi (8737737) et al.Jul 10
047Clustering matrix-object data by correlational structure as proxy causal signalsOpenAlexPaperZiheng Qi, Liqin Yu et al.Jul 10
048Deep learning embedded latent class joint modelling of time-to-event and longitudinal dataOpenAlexPaperTristan Harris, Najmeh Nakhaei Rad et al.Jul 10
049Orthogonalized Design Matrices Speed-ups of Bayesian Semiparametric RegressionOpenAlexPaperNurul Fitriyani, Matt P. WandJul 10
050Runs and Bootstrap Tests For Signal Feature SignificanceOpenAlexPaperGreg KreiderJul 10
051An extended Oja process for streaming generalized canonical analysisOpenAlexPaperJean-Marie MonnezJul 9
052Bayesian 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
053Circular ExpectilesOpenAlexPaperBernhard KlarJul 9
054DegenDetector: Symbolic Recovery of Parameter Degeneracies in Bayesian PosteriorsOpenAlexPaperChaipat Tirapongprasert, Matthew HoJul 9
055A logistic-transform model on the unit interval: Distributional properties and likelihood-based inferenceOpenAlexPaperKhan Ak, Abdus Saboor et al.Jul 8
056Compensator-based inference for signal detection under unknown background: the binned data caseOpenAlexPaperA Banerjee, Sara AlgeriJul 8
057Convergence and Optimality of the EM Algorithm Under Multi-Component Gaussian Mixture ModelsOpenAlexPaperXin Bing, Dehan Kong et al.Jul 8
058Empirical Bayes Estimation of the Mean of a Function of the Latent Variable with Applications to the Treatment of NonresponseOpenAlexPaperEitan Greenshtein, Ya'acov RitovJul 8
059Infinite hidden Markov models for cylindrical dataOpenAlexPaperFederico P. Cortese, Luca RossiniJul 8
060Income inequality estimation with gamma mixturesOpenAlexPaperRoberto Vila, Helton Saulo et al.Jul 7

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