Concepedia

Dynamic Latent Variable Models

Dynamic Latent Variable Models is a type of latent variable model that incorporates temporal dependencies to capture evolving latent structures over time, distinguishing it from static counterparts by explicitly modeling the dynamics of latent variables across sequential observations.

164

Publications

13.3K

Citations

431

Authors

244

Institutions

Publications per year

2017–2026

76

Parents

Publications

164

Latent Variables Analysis: Applications for Developmental Research.

Aa, Alexander von Eye, Clifford C. Clogg · Journal of the American Statistical Association · 1995 · 1.4K citations

, , +17

Dynamic Structural Equation Models

Tihomir Asparouhov, Ellen L. Hamaker, Bengt Muthén · Structural Equation Modeling A Multidisciplinary Journal · 2017 · 987 citations · Full text

, , +16

The macroeconomy and the yield curve: a dynamic latent factor approach

Francis X. Diebold, Glenn D. Rudebusch, S. Borağan Aruoba · Journal of Econometrics · 2005 · 986 citations

, , +14

A Recurrent Latent Variable Model for Sequential Data

Jun‐Young Chung, Kyle Kastner, Laurent Dinh et al. · arXiv (Cornell University) · 2015 · 705 citations · Full text

, , +15

Nonlinear Dynamic Soft Sensor Modeling With Supervised Long Short-Term Memory Network

Xiaofeng Yuan, Lin Li, Yalin Wang · IEEE Transactions on Industrial Informatics · 2019 · 527 citations

, , +17

1–5 of 164

Authors

431

  1. SJ
    S. Joe Qin

    University of Southern California, United States

    9 publications · 702 citations

    9

    h-index

  2. JR
    John R. Nesselroade

    University of Virginia, United States

    4 publications · 222 citations

    4

    h-index

  3. YD
    Yining Dong

    City University of Hong Kong, Hong Kong SAR China

    4 publications · 293 citations

    4

    h-index

  4. PC
    Peter C. M. Molenaar

    Pennsylvania State University, United States

    4 publications · 213 citations

    4

    h-index

  5. JR
    Jean‐François Richard

    University of Pittsburgh, United States

    3 publications · 255 citations

    3

    h-index

1–5 of 431

Institutions

244

  1. University of Southern California

    Los Angeles, United States

    9 h-index

    15 publications

    1.4K citations

  2. State Key Laboratory of Industrial Control Technology

    Hangzhou, China

    5 h-index

    11 publications

    1K citations

  3. Stanford University

    Stanford, United States

    5 h-index

    7 publications

    316 citations

  4. Pennsylvania State University

    State College, United States

    5 h-index

    6 publications

    243 citations

  5. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    4 publications

    1.3K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    9 publications

    1.3K citations

  7. Chinese University of Hong Kong, Shenzhen

    Shenzhen, China

    4 h-index

    5 publications

    395 citations

  8. University of California, Davis

    Davis, United States

    4 h-index

    4 publications

    77 citations

1–8 of 244

Venues

  1. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 9 publications · 1.4K citations

    9

    h-index

  2. SSRN Electronic Journal

    Repository · 9 publications · 730 citations

    9

    h-index

  3. arXiv (Cornell University)

    Repository · 5 publications · 919 citations

    6

    h-index

  4. Multivariate Behavioral Research

    MBR · 4 publications · 496 citations

    4

    h-index

  5. Journal of Business and Economic Statistics

    JBES · 3 publications · 133 citations

    3

    h-index

1–5