Found 143 Documents (Results 1–100)
Efficient estimation and correction of selection-induced bias with order statistics. (English) Zbl 07889758
Finite-dimensional discrete random structures and Bayesian clustering. (English) Zbl 07877131
MSC:
62-XX
Bayesian compositional generalized linear models for analyzing microbiome data. (English) Zbl 1540.62203
MSC:
62P10
Structured shrinkage priors. (English) Zbl 07862301
MSC:
62-XX
A skew-normal Bayesian semi-parametric latent trait linear mixed effect model. (English) Zbl 07847107
Modeling extremal streamflow using deep learning approximations and a flexible spatial process. (English) Zbl 07832621
MSC:
62Pxx
Flexible instrumental variable models with Bayesian additive regression trees. (English) Zbl 07832618
MSC:
62Pxx
Exploring examinees’ responses to constructed response items with a supervised topic model. (English) Zbl 1534.62208
Observed patterns of heat wave intensities with respect to time and global surface temperature. (English) Zbl 07923821
Avalos-Pacheco, Alejandra (ed.) et al., Bayesian statistics, new generations new approaches. BAYSM 2022. Proceedings of the 6th Bayesian young statistician meeting, Montréal, Canada, June 22–23, 2022. Cham: Springer. Springer Proc. Math. Stat. 435, 87-103 (2023).
Bayesian predictive model averaging approach to joint longitudinal-survival modeling: application to an immuno-oncology clinical trial. (English) Zbl 1540.62199
MSC:
62P10
Bayesian modelling of exponentiated Weibull generated family for interval-censored data with rstan. (English) Zbl 07859182
MSC:
62-XX
A general approximation to nested Bayes factors with informed priors. (English) Zbl 07858724
MSC:
62-XX
Extending exploratory diagnostic classification models: inferring the effect of covariates. (English) Zbl 1534.62255
MSC:
62P15
Dynamic response strategies: accounting for response process heterogeneity in IRTree decision nodes. (English) Zbl 1532.62071
MSC:
62P15
Controlling the flexibility of non-Gaussian processes through shrinkage priors. (English) Zbl 1531.62046
A dual process item response theory model for polytomous multidimensional forced-choice items. (English) Zbl 1529.62085
Bayesian estimation of multidimensional polytomous item response theory models with Q-matrices using Stan. (English) Zbl 1534.62023
Bayesian model evaluation for multiple scenarios. (English) Zbl 1528.86007
MSC:
86A32
Bayesian inference and dynamic prediction for multivariate longitudinal and survival data. (English) Zbl 07789395
MSC:
62Pxx
Some models are useful, but how do we know which ones? Towards a unified Bayesian model taxonomy. (English) Zbl 07785068
High-dimensional modeling of spatial and spatio-temporal conditional extremes using INLA and Gaussian Markov random fields. (English) Zbl 07784961
MSC:
62Exx
A modeler’s guide to extreme value software. (English) Zbl 07784959
MSC:
62Exx
Bayesian survival analysis of Rayleigh-X family with time varying covariate. (English) Zbl 1527.62023
Modelling publication bias and \(p\)-hacking. (English) Zbl 1522.62208
MSC:
62P10
Bayesian nonparametric quantile process regression and estimation of marginal quantile effects. (English) Zbl 1522.62267
MSC:
62P10
Multivariate Conway-Maxwell-Poisson distribution: Sarmanov method and doubly intractable Bayesian inference. (English) Zbl 07747452
MSC:
62-XX
The Dirichlet dual response model: an item response model for continuous bounded interval responses. (English) Zbl 1522.62309
MSC:
62P15
Longitudinal binary response models using alternative links for medical data. (English) Zbl 07733566
Bayesian inference for an unknown number of attributes in restricted latent class models. (English) Zbl 1517.62088
The analysis of serve decisions in tennis using Bayesian hierarchical models. (English) Zbl 07712045
Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance. (English) Zbl 07711348
MSC:
62-XX
Hierarchical Bayes modelling of penalty conversion rates of Bundesliga players. (English) Zbl 1541.62398
The role of passing network indicators in modeling football outcomes: an application using Bayesian hierarchical models. (English) Zbl 07706162
MSC:
62-XX
Bayesian dynamic borrowing of historical information with applications to the analysis of large-scale assessments. (English) Zbl 1515.62128
Bayesian analysis of first-order Markov models for autocorrelated binary responses. (English) Zbl 07699979
Using reference models in variable selection. (English) Zbl 07696213
MSC:
62-08
How close and how much? Linking health outcomes to built environment spatial distributions. (English) Zbl 07692398
MSC:
62Pxx
Model-based clustering of trends and cycles of nitrate concentrations in rivers across France. (English) Zbl 07685952
MSC:
62P12
Marginal likelihood computation for model selection and hypothesis testing: an extensive review. (English) Zbl 07669666
Bayesian clustering of spatial functional data with application to a human mobility study during COVID-19. (English) Zbl 07656990
MSC:
62Pxx
Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming. (English) Zbl 1502.62024
Prediction scoring of data-driven discoveries for reproducible research. (English) Zbl 1499.62035
MSC:
62-08
An explanatory mixture IRT model for careless and insufficient effort responding in self-report measures. (English) Zbl 1534.62239
MSC:
62P15
Parameter continuity in time-varying Gauss-Markov models for learning from small training data sets. (English) Zbl 07810529
MSC:
68T05
Bayesian hierarchical stacking: some models are (somewhere) useful. (English) Zbl 07810144
MSC:
62-XX
Fast and accurate estimation of non-nested binomial hierarchical models using variational inference. (English) Zbl 07809913
MSC:
62-XX
Disease mapping method comparing the spatial distribution of a disease with a control disease. (English) Zbl 1523.62181
MSC:
62P10
A Bayesian spatial model for imaging genetics. (English) Zbl 1520.62328
MSC:
62P10
A Richards growth model to predict fruit weight. (English) Zbl 1521.62203
MSC:
62P10
A Bayesian approach to model individual differences and to partition individuals: case studies in growth and learning curves. (English) Zbl 07642326
MSC:
62-XX
Neuro-cognitive models of single-trial EEG measures describe latent effects of spatial attention during perceptual decision making. (English) Zbl 1505.91312
The reliability factor: modeling individual reliability with multiple items from a single assessment. (English) Zbl 1499.62434
MSC:
62P15
On outliers detection and prior distribution sensitivity in standard skew-probit regression models. (English) Zbl 1496.62126
Bayesian multivariate sparse functional principal components analysis with application to longitudinal microbiome multiomics data. (English) Zbl 1498.62227
Estimating the stillbirth rate for 195 countries using a Bayesian sparse regression model with temporal smoothing. (English) Zbl 1496.62196
Dynamic probabilistic entailment. Improving on Adams’ dynamic entailment relation. (English) Zbl 1530.03044
Bayesian forecasting with a regime-switching zero-inflated multilevel Poisson regression model: an application to adolescent alcohol use with spatial covariates. (English) Zbl 1490.62409
Bayesian mitigation of spatial coarsening for a Hawkes model applied to gunfire, wildfire and viral contagion. (English) Zbl 1498.62179
Support provided by elderly in Italy: a hierarchical analysis of ego networks controlling for alter-overlapping. (English) Zbl 07507720
MSC:
62-XX
Nested diagnostic classification models for multiple-choice items. (English) Zbl 1534.62218
MSC:
62P15
Regression modelling with the tilted beta distribution: a Bayesian approach. (English. French summary) Zbl 07759579
MSC:
62-XX
Modeling obesity rate with spatial auto-correlation: a case study. (English) Zbl 1497.62288
Chaubey, Yogendra P. (ed.) et al., Applied statistics and data science. Proceedings of Statistics 2021 Canada. Selected contributions based on the presentations at the 6th Canadian conference in applied statistics, Concordia University, Montreal, Quebec, Canada, July 15–18, 2021. Cham: Springer. Springer Proc. Math. Stat. 375, 53-77 (2021).
Bayesian variable selection for Gaussian copula regression models. (English) Zbl 07499903
MSC:
62-XX
Massive parallelization boosts big Bayesian multidimensional scaling. (English) Zbl 07499878
MSC:
62-XX
Bayesian hierarchical models for the prediction of volleyball results. (English) Zbl 1521.62321
MSC:
62-XX
A Bayesian generalized explanatory item response model to account for learning during the test. (English) Zbl 1480.62237
MSC:
62P15
Information criteria and cross validation for Bayesian inference in regular and singular cases. (English) Zbl 1477.62067
Monotonicity of rank order probabilities in signal detection models of simultaneous detection and identification. (English) Zbl 1479.91290
Hierarchical Bayesian models of reinforcement learning: introduction and comparison to alternative methods. (English) Zbl 1479.91292
On the quantification of model uncertainty: a Bayesian perspective. (English) Zbl 1476.62247
MSC:
62P15
Development of a novel computational model for the balloon analogue risk task: the exponential-weight mean-variance model. (English) Zbl 1475.91265
Bayesian model selection in the \(\mathcal{M}\)-open setting – approximate posterior inference and subsampling for efficient large-scale leave-one-out cross-validation via the difference estimator. (English) Zbl 1471.91433
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