Concepedia

Bayesian Smoothing

Bayesian Smoothing is a statistical inference method that belongs to the class of Bayesian estimation techniques, distinguished by its use of posterior distributions to estimate latent states in a time series by incorporating all available observational data, both past and future, to refine probabilistic beliefs about unobserved states.

134

Publications

9.3K

Citations

286

Authors

163

Institutions

Publications per year

2017–2026

19

Parents

Publications

134

An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo

Olivier Cappé, Simon Godsill, Éric Moulines · Proceedings of the IEEE · 2007 · 1K citations

, , +15

A Correspondence Between Bayesian Estimation on Stochastic Processes and Smoothing by Splines

George Kimeldorf, Grace Wahba · The Annals of Mathematical Statistics · 1970 · 959 citations · Full text

, , +11

Likelihood analysis of non-Gaussian measurement time series

Neil Shephard · Biometrika · 1997 · 693 citations

, , +16

Bayesian “Confidence Intervals” for the Cross-Validated Smoothing Spline

Grace Wahba · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1983 · 642 citations

, , +17

Extraction of the fine structure from x-ray absorption spectra

K. V. Klementev · Journal of Physics D Applied Physics · 2000 · 503 citations · Full text

, , +16

1–5 of 134

Authors

286

  1. MD
    Maarten Dossche

    National Bank of Belgium, Belgium

    3 publications · 221 citations

    3

    h-index

  2. LF
    Ludwig Fahrmeir

    Ludwig-Maximilians-Universität München, Germany

    3 publications · 97 citations

    3

    h-index

  3. OR
    Ori Rosen

    The University of Texas at El Paso, United States

    3 publications · 138 citations

    3

    h-index

  4. CB
    Curtis B. Storlie

    Los Alamos National Laboratory, United States

    3 publications · 167 citations

    3

    h-index

  5. GE
    Gerdie Everaert

    Ghent University, Belgium

    3 publications · 221 citations

    3

    h-index

1–5 of 286

Institutions

163

  1. Texas A&M University

    College Station, United States

    3 h-index

    5 publications

    122 citations

  2. The University of Melbourne

    Melbourne, Australia

    3 h-index

    3 publications

    107 citations

  3. Los Alamos National Laboratory

    Los Alamos, United States

    3 h-index

    5 publications

    198 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    3 publications

    1.1K citations

  5. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    4 publications

    57 citations

  6. University of Missouri

    Columbia, United States

    3 h-index

    4 publications

    185 citations

  7. North Carolina State University

    Raleigh, United States

    2 h-index

    4 publications

    194 citations

  8. Laboratoire Traitement et Communication de l’Information

    Palaiseau, France

    2 h-index

    4 publications

    2.1K citations

1–8 of 163

Venues

  1. Journal of the American Statistical Association

    13 publications · 934 citations

    13

    h-index

  2. Biometrika

    7 publications · 951 citations

    7

    h-index

  3. SSRN Electronic Journal

    Repository · 4 publications · 225 citations

    4

    h-index

  4. arXiv (Cornell University)

    Repository · 4 publications · 432 citations

    4

    h-index

  5. IEEE Transactions on Automatic Control

    4 publications · 151 citations

    4

    h-index

1–5