Concepedia

Latent State Estimation

Latent State Estimation is the statistical inference process归属于 state-space modeling that specifically involves determining the unobserved system states from noisy measurements, distinguished by its reliance on probabilistic filtering or smoothing techniques to recover hidden dynamics over time.

190

Publications

8.3K

Citations

576

Authors

294

Institutions

Publications per year

2017–2026

95

Parents

Publications

190

Latent state-trait theory and research in personality and individual differences

Rolf Steyer, Manfred Schmitt, Michael Eid · European Journal of Personality · 1999 · 485 citations

, , +17

Transitioning into and out of large-effect drinking in young adulthood.

Kristina M. Jackson, Kenneth J. Sher, Heather J. Gotham et al. · Journal of Abnormal Psychology · 2001 · 225 citations

, , +15

Efficient Nonlinear Markov Models for Human Motion

Andreas Lehrmann, Peter Gehler, Sebastian Nowozin · 2014 · 189 citations

, , +13

Is the Response of Output to Monetary Policy Asymmetric? Evidence from a Regime-Switching Coefficients Model

Ming Chien Lo, Jeremy Piger · Journal of money credit and banking · 2005 · 188 citations

, , +13

Bayesian estimation of hidden Markov chains: a stochastic implementation

Christian P. Robert, Gilles Celeux, Jean Diebolt · Statistics & Probability Letters · 1993 · 167 citations

, , +15

1–5 of 190

Authors

576

  1. UP
    Ulrich Paquet

    Microsoft Research (United Kingdom), United Kingdom

    4 publications · 580 citations

    4

    h-index

  2. OW
    Ole Winther

    Technical University of Denmark, Denmark

    4 publications · 580 citations

    4

    h-index

  3. MF
    M. Fraccaro

    University of Pavia, Italy

    4 publications · 580 citations

    4

    h-index

  4. SR
    Stephen Roberts

    University of Oxford, United Kingdom

    4 publications · 185 citations

    4

    h-index

  5. ME
    Michael Eid

    Freie Universität Berlin, Germany

    3 publications · 538 citations

    3

    h-index

1–5 of 576

Institutions

294

  1. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    23 publications

    725 citations

  2. Stanford University

    Stanford, United States

    6 h-index

    20 publications

    1K citations

  3. University of California, Berkeley

    Berkeley, United States

    6 h-index

    15 publications

    1.1K citations

  4. University of Oxford

    Oxford, United Kingdom

    6 h-index

    17 publications

    594 citations

  5. Harvard University

    Cambridge, United States

    5 h-index

    7 publications

    164 citations

  6. New York University

    New York, United States

    4 h-index

    8 publications

    152 citations

  7. Duke University

    Durham, United States

    4 h-index

    6 publications

    118 citations

  8. Columbia University

    New York, United States

    4 h-index

    6 publications

    185 citations

1–8 of 294

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 771 citations

    14

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 261 citations

    6

    h-index

  3. IEEE Transactions on Signal Processing

    5 publications · 134 citations

    5

    h-index

  4. PLoS Computational Biology

    4 publications · 112 citations

    4

    h-index

  5. Journal of Econometrics

    4 publications · 151 citations

    4

    h-index

1–5