James P. Hobert - Publications, H-index & Citations

James P. Hobert

State University System of Florida

27H指数

106论文数

3.4K被引数

收录论文 17

发表时间

A Hybrid Scan Gibbs Sampler for Bayesian Models with Latent Variables 具有潜在变量的贝叶斯模型的混合扫描Gibbs采样器

STATISTICAL SCIENCE

IF3.4

2021-08-01

OAAI

Backlund, Grant; Hobert, James P.; Jung, Yeun Ji; Khare, Kshitij

CONVERGENCE COMPLEXITY ANALYSIS OF ALBERT AND CHIB'S ALGORITHM FOR BAYESIAN PROBIT REGRESSION

ANNALS OF STATISTICS

IF3.7

2019-08-01

OAAI

Qin, Qian; Hobert, James P.

CONVERGENCE ANALYSIS OF THE GIBBS SAMPLER FOR BAYESIAN GENERAL LINEAR MIXED MODELS WITH IMPROPER PRIORS 先验不正确的贝叶斯一般线性混合模型的GIBBS采样器的收敛性分析

ANNALS OF STATISTICS

IF3.7

2012-12-01

OAAI

Roman, Jorge Carlos; Hobert, James P.

A SPECTRAL ANALYTIC COMPARISON OF TRACE-CLASS DATA AUGMENTATION ALGORITHMS AND THEIR SANDWICH VARIANTS

ANNALS OF STATISTICS

IF3.7

2011-10-01

OAAI

Khare, Kshitij; Hobert, James P.

Improving the Convergence Properties of the Data Augmentation Algorithm with an Application to Bayesian Mixture Modeling

STATISTICAL SCIENCE

IF3.4

2011-08-01

OAAI

Hobert, James P.; Roy, Vivekananda; Robert, Christian P.

EVALUATION OF FORMAL POSTERIOR DISTRIBUTIONS VIA MARKOV CHAIN ARGUMENTS

ANNALS OF STATISTICS

IF3.7

2008-10-01

OAAI

Eaton, Morris L.; Hobert, James P.; Jones, Galin L.; Lai, Wen-Lin

A theoretical comparison of the data augmentation, marginal augmentation and PX-DA algorithms

ANNALS OF STATISTICS

IF3.7

2008-04-01

OAAI

Hobert, James P.; Marchev, Dobrin

Clustering using objective functions and stochastic search

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2008-01-04

OAAI

Booth, James G.; Casella, George; Hobert, James P.

Convergence rates and asymptotic standard errors for Markov chain Monte Carlo algorithms for Bayesian probit regression

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2007-08-02

OAAI

Roy, Vivekananda; Hobert, James P.

Geometric ergodicity of van Dyk and Meng's algorithm for the multivariate student's t model 多元学生t模型的van Dyk和Meng算法的几何横切性

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2004-03-01

PREAI

Marchev, D; Hobert, JP

Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm 使用自动蒙特卡洛EM算法最大化广义线性混合模型似然

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2002-01-06

439

OAAI

Booth, JG; Hobert, JP

Crossed random effect models for multiple outcomes in a study of teratogenesis

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2001-12-01

PREAI

Coull, BA; Hobert, JP; Ryan, LM; Holmes, LB

Hierarchical models: A current computational perspective

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2000-12-01

PREAI

Hobert, JP

Standard errors of prediction in generalized linear mixed models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

1998-03-01

115

PREAI

Booth, JG; Hobert, JP

Analyses of fish species richness with spatial covariate

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

1997-09-01

PREAI

Hobert, JP; Altman, NS; Schofield, CL

The effect of improper priors on Gibbs sampling in hierarchical linear mixed models 不适当的先验对分层线性混合模型中Gibbs抽样的影响

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

1996-12-01

341

OAAI

Hobert, JP; Casella, G

Quantifying and using expert opinion for variable-selection problems in regression - Discussion

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

1996-11-01

PREAI

Hobert, JP; Casella, G

研究方向