Hierarchical statistical modeling of big spatial datasets using the exponential family of distributions

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.2K citations

Statistical Signal Processing, Mixture Distribution, Engineering +13

Inference from Iterative Simulation Using Multiple Sequences

Andrew Gelman, Donald B. Rubin · Statistical Science · 1992 · 16.3K citations · Full text

Simulation Methodology, Iterative Simulation, Bayesian Statistic +15

STATISTICS FOR SPATIAL DATA

Noel Cressie · Terra Nova · 1992 · 8.9K citations

Quantitative Spatial Model, Spatial Statistical Analysis, Geography +4

General Methods for Monitoring Convergence of Iterative Simulations

Stephen P. Brooks, Andrew Gelman · Journal of Computational and Graphical Statistics · 1998 · 5.9K citations

Numerical Analysis, Simulation Methodology, Engineering +14

Monte Carlo Statistical Methods

Hoon Kim, Christian P. Robert, George Casella · Technometrics · 2000 · 5.6K citations

Engineering, French Version, Monte Carlo +12