A Bayesian Formulation of Exploratory Data Analysis and Goodness‐of‐fit Testing*

From MaRDI portal
Publication:4832057

DOI10.1111/j.1751-5823.2003.tb00203.xzbMath1114.62320OpenAlexW2067366707WikidataQ112596814 ScholiaQ112596814MaRDI QIDQ4832057

Andrew Gelman

Publication date: 3 January 2005

Published in: International Statistical Review (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.isr/1069172304



Related Items

What are the Most Important Statistical Ideas of the Past 50 Years?, A length-based hierarchical model of brown trout (Salmo trutta fario) growth and production, Bayesian model comparison via parallel model output, Preelectoral polls variability: a hierarchical Bayesian model to assess the role of house effects with application to Italian elections, A class of shrinkage priors for the dependence structure in longitudinal data, Posterior predictive checking of multiple imputation models, Gaussian Scale Mixture Models for Robust Linear Multivariate Regression with Missing Data, Joint modeling of cross‐sectional health outcomes and longitudinal predictors via mixtures of means and variances, On Future Directions in Statistical Methodologies - Some Speculations, Comparison of Hierarchical Bayesian Models for Overdispersed Count Data using DIC and Bayes' Factors, Logistic Bayesian LASSO for Identifying Association with Rare Haplotypes and Application to Age-Related Macular Degeneration, A one‐step‐ahead pseudo‐DIC for comparison of Bayesian state‐space models, Robust Bayesian hierarchical model using normal/independent distributions, Bayesian Nonparametric Data Analysis. P. Müller, F. A. Quintana, A. Jara, and T. Hanson (2015). Springer Series in Statistics. New York, NY: Springer. 193 pages, ISBN: 978-3-319-18967-3., Testing log‐linear models with inequality constraints: a comparison of asymptotic, bootstrap, and posterior predictive p‐values, Sequential Bayesian inference for static parameters in dynamic state space models, Two simple examples for understanding posterior \(p\)-values whose distributions are far from unform, Detecting rare and common haplotype–environment interaction under uncertainty of gene–environment independence assumption, Bayes, Jeffreys, prior distributions and the philosophy of statistics, Bayesian analysis of mark-recapture data with travel time-dependent survival probabilities, Bayesian approach to Hurst exponent estimation, Bayesian checking of the second levels of hierarchical models, Unnamed Item, Some deficiencies of \(\chi^2\) and classical exact tests of significance, An Empirical Study of Statistical Properties of Variance Partition Coefficients for Multi-Level Logistic Regression Models, Quantile regression for binary performance indicators, Bayesian parameter inference for models of the Black and Scholes type, Multiple Imputation for Model Checking: Completed‐Data Plots with Missing and Latent Data, Joint Modeling for Cognitive Trajectory and Risk of Dementia in the Presence of Death, A Bayesian semiparametric Jolly-Seber model with individual heterogeneity: an application to migratory mallards at stopover, Analysis of Failure Time Data with Mixed-Effects Accelerated Failure Time Model, Bayesian Semiparametric Nonlinear Mixed‐Effects Joint Models for Data with Skewness, Missing Responses, and Measurement Errors in Covariates, A parsimonious stochastic model for forecasting gamers' revenues in casinos, A Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs, A Bayesian Log-Normal Model for Multivariate Loss Reserving, Hierarchical Bayesian Approach to a Multi-Site Hidden Markov Model, Profiling time course expression of virus genes -- an illustration of Bayesian inference under shape restrictions, Bayesian Estimation of Parameters and Comparison of Shared Gamma Frailty Models, Linear model evaluation based on estimation of model bias, A Bayesian HMM with random effects and an unknown number of states for DNA copy number analysis, Marginalized transition random effect models for multivariate longitudinal binary data, Bayesian Method to Detect Outliers for Ordinal Data, Fast Bayesian approach for parameter estimation, Investigation of a generalized multinomial model for species data, On the Effects of Signal Acuity in a Multi-Alternative Model of Decision Making, Probabilistic Feature Analysis of Facial Perception of Emotions, Assessing Poisson Variation of Intestinal Tumour Multiplicity in Mice Carrying a Robertsonian Translocation, A Note on Inference on Multiple Generalized Poisson Populations, A Compressive Sensing Based Analysis of Anomalies in Generalized Linear Models, Augmented Beta rectangular regression models: A Bayesian perspective, Smoothing Population Size Estimates for Time-Stratified Mark-Recapture Experiments Using Bayesian P-Splines, Modeling Complex Phenotypes: Generalized Linear Models Using Spectrogram Predictors of Animal Communication Signals, Performance of Model Selection Criteria in Bayesian Threshold VAR (TVAR) Models, Gibbs sampling approach to regime switching analysis of financial time series, Bayesian hierarchical modelling of continuous non‐negative longitudinal data with a spike at zero: An application to a study of birds visiting gardens in winter, MODELLING THE 2004 SUPER 12 RUGBY UNION COMPETITION, The BUGS Book: A Practical Introduction to Bayesian Analysis. By David Lunn, Christopher Jackson, Nicky Best, Andrew Thomas, David Spiegelhalter. Boca Raton, Florida: CRC Press. 2013. 381 pages. ISBN 978-1-58488-849-9., A Bayesian nonparametric method for model evaluation: application to genetic studies, Comment: Bayesian checking of the second levels of hierarchical models, Mixed-effects Models with Skewed Distributions for Time-varying Decay Rate in HIV Dynamics, Bayesian Capture-Recapture Analysis: An Application in Modeling Semelparity of a Neotropical Didelphid Marsupial, Bayesian Survival Analysis of Head and Neck Cancer Data Using Lognormal Model, A Comparison of Bayesian Models of Heteroscedasticity in Nested Normal Data, Adaptive Step Size Selection for Hessian-Based Manifold Langevin Samplers, Inferences on the Outfluence – How do Missing Values Impact Your Analysis?, Designing sampling plans to capture rare objects, BAYESIAN INFERENCE BASED ONLY ON SIMULATED LIKELIHOOD: PARTICLE FILTER ANALYSIS OF DYNAMIC ECONOMIC MODELS, Percentile-Based Empirical Distribution Function Estimates for Performance Evaluation of Healthcare Providers, Multiple-Bias Modelling for Analysis of Observational Data, The Use of Working Variables in the Bayesian Modeling of Mean and Dispersion Parameters in Generalized Nonlinear Models with Random Effects, Statistical process adjustment: a brief retrospective, current status, and some opportunities for further work, Modelling larval movement data from individual bioassays, Statistical Inference Enables Bad Science; Statistical Thinking Enables Good Science, Hierarchical Bayesian analysis of biased beliefs and distributional other-regarding preferences


Uses Software


Cites Work