Keyword

Bayesian estimation

Description: A statistical method for estimating unknown quantities by combining observed data with prior probability distributions.

Primary topic: Statistical Distribution Estimation and Applications (20%)

OpenAlex ID: keywords/bayesian-estimation

Influence of partially known parameter on flaw characterization in Eddy Current Testing by using a random walk MCMC method based on metamodeling

2014 · Caifang Cai, Thomas Rodet, et al. · Journal of Physics Conference Series · 12,185

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Model-Based Clustering, Discriminant Analysis, and Density Estimation

2002 · Chris Fraley, Adrian E Raftery · Journal of the American Statistical Association · 4,262

Bayesian-Based Iterative Method of Image Restoration*

1972 · William Hadley Richardson · Journal of the Optical Society of America · 4,151

Computer vision: algorithms and applications

2011 · Richard Szeliski · Choice Reviews Online · 3,911

Discrete Choice Methods with Simulation

2003 · Kenneth E. Train · Cambridge University Press eBooks · 3,890

Quest: A Bayesian adaptive psychometric method

1983 · Andrew B. Watson, Denis G. Pelli · Perception & Psychophysics · 2,415

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Computational Methods for Inverse Problems

2002 · Curtis R. Vogel · Society for Industrial and Applied Mathematics eBooks · 2,376

Statistical and Computational Inverse Problems

2005 · Jari P. Kaipio, Erkki Somersalo · Applied mathematical sciences · 2,365

Image denoising using scale mixtures of gaussians in the wavelet domain

2003 · J. Portilla, V. Strela, et al. · IEEE Transactions on Image Processing · 2,256

Using occupancy grids for mobile robot perception and navigation

1989 · A. Elfes · Computer · 2,216

Bayesian Theory

1994 · José M. Bernardo, Adrian F. M. Smith · Wiley series in probability and statistics · 2,177

Bayes Estimates for the Linear Model

1972 · D. V. Lindley, A. F. M. Smith · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2,022

Introduction to Multiple Time Series Analysis

1993 · Ian T. Jolliffe, Helmut Lütkepohl, et al. · Technometrics · 1,912

Multilevel Analysis

2017 · Joop J. Hox, Mirjam Moerbeek, et al. · Routledge eBooks · 1,685

Introduction to Machine Learning

2019 · Series in machine perception and artificial intelligence · 1,639

Bayesian estimation supersedes the t test.

2012 · John K. Kruschke · Journal of Experimental Psychology General · 1,527

State-Space Models with Regime Switching

1999 · Chang-Jin Kim, Daniel C R. Halbert · The MIT Press eBooks · 1,304

Estimation and Prediction for Stochastic Blockstructures

2001 · Krzysztof Nowicki, Tom A. B Snijders · Journal of the American Statistical Association · 1,149

An Introduction to Mathematical Statistics and its Applications.

1983 · Bradley Skarpness, Richard J. Larsen, et al. · Journal of the American Statistical Association · 1,149

Bayes Estimation of Species Divergence Times and Ancestral Population Sizes Using DNA Sequences From Multiple Loci

2003 · Bruce Rannala, Ziheng Yang · Genetics · 1,131

Motion illusions as optimal percepts

2002 · Yair Weiss, Eero P. Simoncelli, et al. · Nature Neuroscience · 1,077

The adaptive nature of human categorization.

1991 · John R. Anderson · Psychological Review · 1,068

Beyond significance testing: Reforming data analysis methods in behavioral research.

2004 · Rex B. Kline · American Psychological Association eBooks · 1,033

Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency

2002 · L. Sendur, I.W. Selesnick · IEEE Transactions on Signal Processing · 1,015

Dynamic Structural Equation Models

2017 · Tihomir Asparouhov, Ellen L. Hamaker, et al. · Structural Equation Modeling A Multidisciplinary Journal · 1,001

Works count: 27,440

Citation count: 390,500