Concepedia

Point Process Inference

Point Process Inference is a statistical inference framework that, as a subclass of probabilistic modeling methods, specifically involves estimating the underlying intensity function, structure, or parameters of a point process from observed event data in continuous space or time.

63

Publications

4K

Citations

125

Authors

71

Institutions

Publications per year

2017–2026

11

Parents

Publications

63

Point Processes and Their Statistical Inference.

Richard F. Serfozo, Alan F. Karr · Journal of the American Statistical Association · 1993 · 380 citations

, , +13

Simulation Procedures and Likelihood Inference for Spatial Point Processes

Charles J. Geyer, Jesper Møller · 1994 · 342 citations

, , +16

Marked point processes for crowd counting

Weina Ge, Robert T. Collins · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 259 citations

, , +16

An Estimating Function Approach to Inference for Inhomogeneous Neyman–Scott Processes

Rasmus Waagepetersen · Biometrics · 2006 · 254 citations · Full text

, , +13

Statistical Inference and Simulation for Spatial Point Processes

Scott A. Sisson · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2004 · 240 citations

, , +13

1–5 of 63

Authors

125

  1. AF
    Alan F. Karr

    National Institute of Statistical Sciences, United States

    7 publications · 853 citations

    7

    h-index

  2. SR
    Stephen Roberts

    University of Oxford, United Kingdom

    4 publications · 116 citations

    4

    h-index

  3. CL
    Chris Lloyd

    University of Oxford, United Kingdom

    3 publications · 92 citations

    3

    h-index

  4. MA
    Michael A. Osborne

    University of Oxford, United Kingdom

    3 publications · 92 citations

    3

    h-index

  5. TG
    Tom Gunter

    University of Oxford, United Kingdom

    3 publications · 92 citations

    3

    h-index

1–5 of 125

Institutions

71

  1. University of Oxford

    Oxford, United Kingdom

    4 h-index

    14 publications

    416 citations

  2. Aalborg University

    Aalborg, Denmark

    4 h-index

    5 publications

    355 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    4 publications

    400 citations

  4. Duke University

    Durham, United States

    3 h-index

    7 publications

    121 citations

  5. UNSW Sydney

    Sydney, Australia

    2 h-index

    3 publications

    652 citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    4 publications

    322 citations

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

    Le Chesnay-Rocquencourt, France

    2 h-index

    5 publications

    55 citations

  8. Pennsylvania State University

    State College, United States

    2 h-index

    4 publications

    618 citations

1–8 of 71

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 140 citations

    5

    h-index

  2. 4

    h-index

  3. 4

    h-index

  4. Biometrics

    2 publications · 270 citations

    2

    h-index

  5. Advances in Applied Probability

    AAP · 2 publications · 44 citations

    2

    h-index

1–5