Some Algebra and Geometry for Hierarchical Models, Applied to Diagnostics

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Principles of Econometrics.

1972 • 2,215 citations

Bayesian Computation Via the Gibbs Sampler and Related Markov Chain Monte Carlo Methods

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Sampling-Based Approaches to Calculating Marginal Densities

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Bayesian Forecasting and Dynamic Models

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Logistic Regression Diagnostics

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Theory and Application of the Linear Model.

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Analysis of Longitudinal Data.

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Explaining the Gibbs Sampler

1992 • 862 citations

Identifying Multiple Outliers in Multivariate Data

1992 • 770 citations

Robust Statistical Modeling Using the t Distribution

1989 • 717 citations

Model Determination using Predictive Distributions with Implementation via Sampling-Based Methods

1992 • 650 citations

Bayesian Data Analysis.

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The Estimation of Environmental and Genetic Trends from Records Subject to Culling

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Recovery of Inter-Block Information when Block Sizes are Unequal

1971 • 502 citations

Outliers in Statistical Data

1979 • 480 citations

Updating Schemes, Correlation Structure, Blocking and Parameterization for the Gibbs Sampler

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Proper Bayes Minimax Estimators of the Multivariate Normal Mean

1971 • 318 citations

Bayes and Empirical Bayes Methods for Data Analysis

1997 • 299 citations

Plots, Transformations, and Regression

1987 • 271 citations

Methods for Approximating Integrals in Statistics with Special Emphasis on Bayesian Integration Problems

1995 • 254 citations

Fast Very Robust Methods for the Detection of Multiple Outliers

1994 • 253 citations

Linear Dynamic Recursive Estimation from the Viewpoint of Regression Analysis

1972 • 243 citations

Generalized Linear Model Diagnostics Using the Deviance and Single Case Deletions

1987 • 227 citations

A New Perspective on Priors for Generalized Linear Models

1996 • 200 citations

Case-Deletion Diagnostics for Mixed Models

1992 • 198 citations

Bayesian Inference for a Covariance Matrix

1992 • 173 citations

Outliers in Multilevel Data

1998 • 169 citations

The Bayesian Analysis of Population Pharmacokinetic Models

1996 • 163 citations

Deletion diagnostics for generalised estimating equations

1996 • 152 citations

Diagnosing Shocks in Time Series

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Inference and Asymptotics.

1995 • 120 citations

Regression Model Diagnostics

1992 • 101 citations

Estimation in Covariance Components Models

1981 • 89 citations

Bayesian Prediction of Mean Indoor Radon Concentrations for Minnesota Counties

1996 • 79 citations

Diagnostic Checking of Unobserved-Components Time Series Models

1992 • 69 citations

Plane Answers to Complex Questions: The Theory of Linear Models

1997 • 57 citations

Residual plots for repeated measures

1992 • 40 citations

Robust Estimation of Variance Components

1986 • 39 citations

Diagnostics for Mixed – Model Analysis of Variance

1987 • 38 citations

The use of indicator variables in computing predictions

1980 • 31 citations

Monte Carlo Bayesian Methods for Discrete Regression Models and Categorical Time Series

1992 • 31 citations

Hierarchical Bayes Models for the Progression of HIV Infection Using Longitudinal CD4 T-Cell Numbers

1992 • 30 citations

Some Bayesian Thoughts on Modelling and Model Choice

1986 • 25 citations

Bayesian Full Rank Marginalization for Two-Way Contingency Tables

1986 • 24 citations

Structured Markov Chain Monte Carlo

2000 • 14 citations

Variance-Component Estimation With Model-Based Diagnostics

1989 • 13 citations

Maximum Likelihood Estimation of Regression Models With Stochastic Trend Components

1993 • 11 citations

Statistical Practice as Argumentation: A Sketch of a Theory of Applied Statistics

1996 • 10 citations

On the Variability of Case-Deletion Importance Sampling Weights in the Bayesian Linear Model

1997 • 10 citations

Transforming a Response Variable for Linearity

1994 • 10 citations

On Posterior Joint and Marginal Modes

1976 • 8 citations

A Note on the Selection of Data Transformations

1971 • 7 citations

Components of variance: a miscellany

1998 • 7 citations

Simulation Based Model Checking for Hierarchical Models

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Importance Link Function Estimation for Markov Chain Monte Carlo Methods

2000 • 5 citations

Nonlinear Component of Variance Models

1992 • 5 citations

Transformations for Components of Variance and Covariance

1985 • 5 citations

A note on transforming a response variable for linearity

1998 • 4 citations

Bayesian Model Checking with Applications to Hierarchical Models

2011 • 4 citations

Some Alternative Approaches to Multiparameter Estimation

1976 • 2 citations

Dynamic Linear Model Diagnostics

1991 • 1 citations

Analysis of Variability with Large Numbers of Small Samples

1986 • 1 citations