Concepedia

Bayesian Multi-state Models

Bayesian Multi-State Models is a statistical modeling framework that belongs to the class of survival analysis methods, distinguished by its incorporation of multiple transient and absorbing states over time and its use of Bayesian inference to estimate transition intensities and state occupancy probabilities under uncertainty.

79

Publications

2.9K

Citations

303

Authors

187

Institutions

Publications per year

2017–2026

23

Parents

Publications

79

Joint estimation over multiple individuals improves behavioural state inference from animal movement data

Ian D. Jonsen · Scientific Reports · 2016 · 169 citations · Full text

, , +17

Machine learning for inferring animal behavior from location and movement data

Guiming Wang · Ecological Informatics · 2018 · 161 citations · Full text

, , +17

Bayesian Analysis of Population PK/PD Models: General Concepts and Software

David J. Lunn, Nicky Best, Andrew C. Thomas et al. · Journal of Pharmacokinetics and Pharmacodynamics · 2002 · 159 citations

, , +16

Multi-state Models in Epidemiology

Daniel Commenges · Lifetime Data Analysis · 1999 · 140 citations

, , +10

Developing decision support tools for rangeland management by combining state and transition models and Bayesian belief networks

Hossein Bashari, Carl Smith, O.J.H. Bosch · Agricultural Systems · 2008 · 102 citations

, , +17

1–5 of 79

Authors

303

  1. AR
    Anders Ringgaard Kristensen

    University of Copenhagen, Denmark

    3 publications · 104 citations

    3

    h-index

  2. MV
    Mafalda Viana

    University of Glasgow, United Kingdom

    2 publications · 62 citations

    2

    h-index

  3. JM
    Jason Matthiopoulos

    University of Glasgow, United Kingdom

    2 publications · 89 citations

    2

    h-index

  4. ID
    Ian D. Jonsen

    Macquarie University, Australia

    2 publications · 223 citations

    2

    h-index

  5. TA
    Thomas Algot Søllested

    2 publications · 78 citations

    2

    h-index

1–5 of 303

Institutions

187

  1. United States Geological Survey

    Reston, United States

    6 h-index

    13 publications

    357 citations

  2. NOAA National Marine Fisheries Service

    Silver Spring, United States

    3 h-index

    3 publications

    152 citations

  3. University of Glasgow

    Glasgow, United Kingdom

    3 h-index

    6 publications

    201 citations

  4. University of St Andrews

    St Andrews, United Kingdom

    3 h-index

    15 publications

    647 citations

  5. National Institute of Environmental Health Sciences

    Durham, United States

    2 h-index

    4 publications

    68 citations

  6. Mississippi State University

    Starkville, United States

    2 h-index

    2 publications

    173 citations

  7. Max Planck Institute for Demographic Research

    Rostock, Germany

    2 h-index

    2 publications

    65 citations

  8. University of Missouri

    Columbia, United States

    2 h-index

    4 publications

    145 citations

1–8 of 187

Venues

  1. Reliability Engineering & System Safety

    6 publications · 175 citations

    6

    h-index

  2. Biometrics

    3 publications · 42 citations

    3

    h-index

  3. Oikos

    3 publications · 118 citations

    3

    h-index

  4. PLoS ONE

    3 publications · 86 citations

    3

    h-index

  5. Livestock Production Science

    2 publications · 78 citations

    2

    h-index

1–5