Concepedia

Smoothing Estimation

Smoothing Estimation is a statistical estimation method that belongs to the class of sequential Bayesian inference techniques, distinguished by its use of future and past observations to refine the estimate of a hidden state at a given time, thereby reducing estimation error in dynamic systems.

169

Publications

12.5K

Citations

341

Authors

242

Institutions

Publications per year

2017–2026

16

Parents

Publications

169

Maximum likelihood estimates of linear dynamic systems

Herbert E. Rauch, F. Tung, Charlotte Striebel · AIAA Journal · 1965 · 1.9K citations

, , +15

AN APPROACH TO TIME SERIES SMOOTHING AND FORECASTING USING THE EM ALGORITHM

Robert H. Shumway, David S. Stoffer · Journal of Time Series Analysis · 1982 · 1.5K citations

, , +16

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

mgcv:Mixed GAM Computation Vehicle with GCV/AIC/REML smoothness estimation

Simon N. Wood · 2012 · 569 citations

, , +9

Spline Smoothing in a Partly Linear Model

Nancy Heckman · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1986 · 445 citations

, , +16

1–5 of 169

Authors

341

  1. TK
    Toshihiko Kotake

    Osaka International Cancer Institute, Japan

    3 publications · 158 citations

    3

    h-index

  2. TK
    T. Kailath

    Stanford University, United States

    3 publications · 420 citations

    3

    h-index

  3. SH
    Shiro Hinotsu

    University of Tsukuba, Japan

    3 publications · 158 citations

    3

    h-index

  4. AD
    Arnaud Doucet

    University of Cambridge, United Kingdom

    3 publications · 201 citations

    3

    h-index

  5. HA
    Hideyuki Akaza

    University of Tsukuba, Japan

    3 publications · 158 citations

    3

    h-index

1–5 of 341

Institutions

242

  1. Stanford University

    Stanford, United States

    4 h-index

    5 publications

    181 citations

  2. University of British Columbia

    Vancouver, Canada

    3 h-index

    5 publications

    1K citations

  3. University of Alberta

    Edmonton, Canada

    3 h-index

    3 publications

    143 citations

  4. University of Tsukuba

    Tsukuba, Japan

    3 h-index

    3 publications

    158 citations

  5. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    3 h-index

    4 publications

    155 citations

  6. University of Maryland, College Park

    College Park, United States

    3 h-index

    3 publications

    62 citations

  7. Osaka International Cancer Institute

    Osaka, Japan

    3 h-index

    3 publications

    158 citations

  8. Harvard University

    Cambridge, United States

    3 h-index

    3 publications

    80 citations

1–8 of 242

Venues

  1. IEEE Transactions on Automatic Control

    14 publications · 894 citations

    13

    h-index

  2. Biometrika

    6 publications · 325 citations

    6

    h-index

  3. The Annals of Statistics

    5 publications · 280 citations

    5

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 4 publications · 170 citations

    4

    h-index

  5. Statistics & Probability Letters

    3 publications · 65 citations

    3

    h-index

1–5