A First Course in Bayesian Statistical Methods

DOI10.1007/978-0-387-92407-6zbMath1213.62044OpenAlexW1579303078MaRDI QIDQ3621902

Peter D. Hoff

Publication date: 22 April 2009

Published in: Springer Texts in Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-0-387-92407-6

Mathematics Subject Classification ID

Related Items (69)

Bayesian variable selection and coefficient estimation in heteroscedastic linear regression model ⋮ The Number of MCMC Draws Needed to Compute Bayesian Credible Bounds ⋮ Nonparametric Bayes modeling with sample survey weights ⋮ Bayesian hierarchical modeling: application towards production results in the Eagle Ford Shale of South Texas ⋮ Partitioned method of valid moment marginal model with Bayes interval estimates for correlated binary data with time-dependent covariates ⋮ Unmixing Rasch scales: how to score an educational test ⋮ Bayesian analysis of the inverse generalized gamma distribution using objective priors ⋮ Monte Carlo Simulation on the Stiefel Manifold via Polar Expansion ⋮ Stochastic internal rate of return on investments in sustainable assets generating carbon credits ⋮ Variance bounding of delayed-acceptance kernels ⋮ Bayesian Conway–Maxwell–Poisson regression models for overdispersed and underdispersed counts ⋮ Modeling differences between response times of correct and incorrect responses ⋮ Bayesian factor models for probabilistic cause of death assessment with verbal autopsies ⋮ Time-varying coefficient model estimation through radial basis functions ⋮ Online estimation of individual-level effects using streaming shrinkage factors ⋮ Bayes and MCMC for Undergraduates ⋮ Distribution of the product of a Wishart matrix and a normal vector ⋮ Clustering South African households based on their asset status using latent variable models ⋮ Random effects multinomial processing tree models: a maximum likelihood approach ⋮ On parameter estimation of the standard omega distribution ⋮ Gibbs sampling for Bayesian estimation of triple seasonal autoregressive models ⋮ Recent advances in vehicle routing with stochastic demands: Bayesian learning for correlated demands and elementary branch-price-and-cut ⋮ Some Developments in Bayesian Hierarchical Linear Regression Modeling ⋮ A Bayesian-weighted inverse Gaussian regression model with application to seismological data ⋮ Bayesian hierarchical modeling of extreme hourly precipitation in Norway ⋮ The stress-strength reliability model with component strength under partially accelerated life test ⋮ Bayes factor covariance testing in item response models ⋮ Modelling conditional dependence between response time and accuracy ⋮ Generalized linear mixed model with Bayesian rank likelihood ⋮ Globally and symmetrically identified Bayesian multinomial probit model ⋮ What is Bayesian statistics? ⋮ A semiparametric approach to mixed outcome latent variable models: estimating the association between cognition and regional brain volumes ⋮ A Bayesian statistical analysis of stochastic phenotypic plasticity model of cancer cells ⋮ Imputation for multisource data with comparison and assessment techniques ⋮ Bayesian model selection for generalized linear models using non-local priors ⋮ Monetary policy rules in a non-rational world: a macroeconomic experiment ⋮ Bayesian prediction for flowgraph models with covariates. An application to bladder carcinoma ⋮ On a transform for modeling skewness ⋮ Improving precision of ability estimation: Getting more from response times ⋮ Hierarchical Normalized Completely Random Measures to Cluster Grouped Data ⋮ Unnamed Item ⋮ Considering sample means in Rinott's procedure with a Bayesian approach ⋮ Bayesian spectral modeling for multivariate spatial distributions of elemental concentrations in soil ⋮ Dirichlet process mixture models for modeling and generating synthetic versions of nested categorical data ⋮ Bayesian estimation of the offspring mean in branching processes: application to infectious disease data ⋮ Fixing shelf out-of-stock with signals in point-of-sale data ⋮ Bayesian statistical analysis of circadian oscillations in fibroblasts ⋮ Unnamed Item ⋮ Additive and multiplicative effects network models ⋮ Multiple testing for neuroimaging via hidden Markov random field ⋮ On the geometry of Bayesian inference ⋮ Convergence rates for Bayesian estimation and testing in monotone regression ⋮ Development of a tissue augmented Bayesian model for expression quantitative trait loci analysis ⋮ Restricted type II maximum likelihood priors on regression coefficients ⋮ Stress-strength reliability estimation under the standard two-sided power distribution ⋮ Estimating acute air pollution health effects from cohort study data ⋮ Bayesian analysis of rank data with covariates and heterogeneous rankers ⋮ Inverse exponential decay: stochastic fixed point equation and ARMA models ⋮ Convergence rate bounds for iterative random functions using one-shot coupling ⋮ Networks as mediating variables: a Bayesian latent space approach ⋮ The impact of digital transformation on the economic growth of the countries ⋮ Data-driven uncertainty quantification in macroscopic traffic flow models ⋮ Bayesian Inverse Problems and Kalman Filters ⋮ Stochastic cusp catastrophe model and its Bayesian computations ⋮ Bayesian rank-based hypothesis testing for the rank sum test, the signed rank test, and Spearman's ρ ⋮ Bayesian spatio-temporal random coefficient time series (BaST-RCTS) model of infectious disease ⋮ Spatial econometrics for misaligned data ⋮ Assessing Bayes Factor Surfaces Using Interactive Visualization and Computer Surrogate Modeling ⋮ Inverse Gaussian processes with correlated random effects for multivariate degradation modeling

Uses Software

• R

This page was built for publication: A First Course in Bayesian Statistical Methods