Bayesian estimation of agent-based models

A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking

M.S. Arulampalam, Simon Maskell, Neil Gordon et al. · IEEE Transactions on Signal Processing · 2002 · 11.5K citations

Computing, Physics, Bayesian Data Analysis +14

On the mathematical foundations of theoretical statistics

Ronald Aylmer Fisher · Philosophical Transactions of the Royal Society of London Series A Containing Papers of a Mathematical or Physical Character · 1922 · 4K citations · Full text

Natural Sciences, Mathematics, Nature Of Science +10

Density Estimation for Statistics and Data Analysis

Khosrow Dehnad, Bernard W. Silverman · Technometrics · 1987 · 3.8K citations

Natural Sciences, Mathematics, Statistics +11

Approximate Bayesian Computation in Population Genetics

Mark Beaumont, Wenyang Zhang, David J. Balding · Genetics · 2002 · 3.1K citations

Natural Sciences, Biostatistics, Genetics +17

An Introduction to MCMC for Machine Learning

Christophe Andrieu, Nando de Freitas, Arnaud Doucet et al. · Machine Learning · 2003 · 2.4K citations · Full text

Computing, Computer Science, Mathematics +12