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Bayesian Analysis

短名	Bayesian Anal.
Journal Impact	4.78
国际分区	STATISTICS & PROBABILITY(Q1)
期刊索引	SCI Q1中科院 2 区

ISSN	1931-6690, 1936-0975
h-index	65
国内分区	数学(2区)数学数学跨学科应用(1区)数学统计学与概率论(2区)

《Bayesian Analysis》是国际贝叶斯分析学会的电子期刊，旨在发表广泛的文章，展示或讨论贝叶斯方法在各种理论或应用背景下的应用。该期刊欢迎提交新的计算和统计方法的研究；对现有方法的批判性审查和讨论；历史视角；重要科学或政策应用领域的描述；实例研究；以及实验设计、数据收集、数据共享或数据挖掘的方法。提交的论文将根据内容的重要性和沟通的有效性进行评估。讨论论文通常由主编选择，或由编辑建议，作为定期提交的论文的一部分。此外，《Bayesian Analysis》鼓励个人作者提交手稿，以供作为讨论文件考虑。

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涉及主题	数学计算机科学统计人工智能贝叶斯概率经济机器学习计量经济学哲学物理贝叶斯推理认识论算法应用数学推论
出版信息	出版商: Carnegie Mellon University，出版周期: Irregular，期刊类型: journal
基本数据	创刊年份: 2006，原创研究文献占比: 100.00%，自引率:10.20%， Gold OA占比: 99.26%
平均审稿周期	网友分享经验：>12周，或约稿
平均录用比例	网友分享经验：较易

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Generalized Geographically Weighted Regression Model within a Modularized Bayesian Framework

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Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks

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Default Priors for the Smoothness Parameter in Gaussian Matérn Random Fields

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Bayesian Analysis of Constrained Gaussian Processes

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Proper Scoring Rules, Gradients, Divergences, and Entropies for Paths and Time Series

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Estimating Sparse Direct Effects in Multivariate Regression With the Spike-and-Slab LASSO

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Nested Rˆ: Assessing the Convergence of Markov Chain Monte Carlo When Running Many Short Chains

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A Finite-Infinite Shared Atoms Nested Model for the Bayesian Analysis of Large Grouped Data Sets

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Design and Structure Dependent Priors for Scale Parameters in Latent Gaussian Models

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Bayesian Scalable Precision Factor Analysis for Gaussian Graphical Models

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Exact Bayesian Geostatistics Under Preferential Sampling

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Posterior Sampling From Truncated Ferguson-Klass Representation of Normalised Completely Random Measure Mixtures

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Bayesian Covariance Estimation for Multi-group Matrix-variate Data

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Incorporating Prior Information Into Distributed Lag Nonlinear Models With Zero-Inflated Monotone Regression Trees

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Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression

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A Bayesian Nonparametric Approach to Species Sampling Problems with Ordering

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Bayesian Nonparametric Model-based Clustering with Intractable Distributions: An ABC Approach

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Cutting Feedback and Modularized Analyses in Generalized Bayesian Inference

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Incorporating Subsampling into Bayesian Models for High-Dimensional Spatial Data

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Efficient and Scalable Bipartite Matching with Fast Beta Linkage (fabl)

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Spatio-Temporal Stick-Breaking Process

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Modelling and Analysis of Rank Ordered Data with Ties via a Generalized Plackett-Luce Model

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Bayesian Community Detection for Networks with Covariates

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Cross-Validatory Model Selection for Bayesian Autoregressions with Exogenous Regressors

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Large Sample Asymptotic Analysis for Normalized Random Measures with Independent Increments

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Guided Sequential ABC Schemes for Intractable Bayesian Models

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The Joint Local Dependence Cholesky Prior for Bandwidth Selection Across Multiple Groups

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Double Shrinkage Priors for a Normal Mean Matrix

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Minibatch Markov Chain Monte Carlo Algorithms for Fitting Gaussian Processes

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Assessing Causal Effects in the Presence of Treatment Switching Through Principal Stratification

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Modeling Extreme Events in Time Series and Their Impact on Seasonal Adjustment in the Post-Covid-19 Era

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A Tree Perspective on Stick-Breaking Models in Covariate-Dependent Mixtures

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Semiparametric Functional Factor Models with Bayesian Rank Selection

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Posterior Predictive Checking for Partially Observed Stochastic Epidemic Models

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Bayesian Learning of Graph Substructures

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Nearest-Neighbor Mixture Models for Non-Gaussian Spatial Processes

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Defining a Credible Interval Is Not Always Possible with “Point-Null” Priors: A Lesser-Known Correlate of the Jeffreys-Lindley Paradox

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Inducing High Spatial Correlation with Randomly Edge-Weighted Neighborhood Graphs

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研飞客户端支持数万种期刊查询，助你在阅读和写作中随时了解期刊动态

Bayesian Analysis

阅读文献时，研飞即可帮你快速了解期刊，查询影响因子与分区，智能高亮期刊预警！

期刊引文格式

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有2位作者的期刊

有3位作者的期刊

有5位以上作者的期刊

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最新文章

Delayed rejection Hamiltonian Monte Carlo for sampling multiscale distributions

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Generalized Geographically Weighted Regression Model within a Modularized Bayesian Framework

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Default Priors for the Smoothness Parameter in Gaussian Matérn Random Fields

Bayesian Analysis of Constrained Gaussian Processes

Dynamic Functional Variable Selection for Multimodal mHealth Data

Bayesian Emulation for Computer Models with Multiple Partial Discontinuities

Sparse Bayesian Factor Analysis When the Number of Factors Is Unknown

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A Bayesian Nonparametric Approach to Species Sampling Problems with Ordering

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An Axiomatisation of Error Intolerant Estimation

Cutting Feedback and Modularized Analyses in Generalized Bayesian Inference

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Efficient and Scalable Bipartite Matching with Fast Beta Linkage (fabl)

Spatio-Temporal Stick-Breaking Process

Modelling and Analysis of Rank Ordered Data with Ties via a Generalized Plackett-Luce Model

Bayesian Community Detection for Networks with Covariates

Cross-Validatory Model Selection for Bayesian Autoregressions with Exogenous Regressors

Large Sample Asymptotic Analysis for Normalized Random Measures with Independent Increments

Guided Sequential ABC Schemes for Intractable Bayesian Models

The Joint Local Dependence Cholesky Prior for Bandwidth Selection Across Multiple Groups

Double Shrinkage Priors for a Normal Mean Matrix

Minibatch Markov Chain Monte Carlo Algorithms for Fitting Gaussian Processes

Assessing Causal Effects in the Presence of Treatment Switching Through Principal Stratification

Modeling Extreme Events in Time Series and Their Impact on Seasonal Adjustment in the Post-Covid-19 Era

A Tree Perspective on Stick-Breaking Models in Covariate-Dependent Mixtures

Semiparametric Functional Factor Models with Bayesian Rank Selection

Posterior Predictive Checking for Partially Observed Stochastic Epidemic Models

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Nearest-Neighbor Mixture Models for Non-Gaussian Spatial Processes

Defining a Credible Interval Is Not Always Possible with “Point-Null” Priors: A Lesser-Known Correlate of the Jeffreys-Lindley Paradox

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