Concepedia

Point Process Approach

The "Point Process Approach" is a stochastic modeling framework within extreme value theory that characterizes the occurrence of extreme events in continuous space or time by modeling their locations as a point process, distinguished from alternative methods by its ability to jointly model the frequency, magnitude, and spatial or temporal clustering of extremes.

176

Publications

11.4K

Citations

374

Authors

226

Institutions

Publications per year

2017–2026

38

Parents

Publications

176

A Point Process Framework for Relating Neural Spiking Activity to Spiking History, Neural Ensemble, and Extrinsic Covariate Effects

Wilson Truccolo, Uri T. Eden, Matthew Fellows et al. · Journal of Neurophysiology · 2004 · 1.1K citations

, , +13

Point Spectra of Some Mutually Exciting Point Processes

Alan G. Hawkes · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1971 · 794 citations

, , +8

The coincidence approach to stochastic point processes

Odile Macchi · Advances in Applied Probability · 1975 · 590 citations

, , +13

Maximum likelihood estimation of Hawkes' self-exciting point processes

T. Ozaki · Annals of the Institute of Statistical Mathematics · 1979 · 317 citations

, , +11

A point-process model of human heartbeat intervals: new definitions of heart rate and heart rate variability

Riccardo Barbieri, Eric C. Matten, AbdulRasheed A. Alabi et al. · American Journal of Physiology-Heart and Circulatory Physiology · 2004 · 317 citations

, , +17

1–5 of 176

Authors

374

  1. HZ
    Hongyuan Zha

    Georgia Institute of Technology, United States

    6 publications · 271 citations

    6

    h-index

  2. EN
    Emery N. Brown

    Massachusetts General Hospital, United States

    5 publications · 1.8K citations

    5

    h-index

  3. DR
    David R. Brillinger

    University of California, Berkeley, United States

    4 publications · 75 citations

    4

    h-index

  4. LS
    Le Song

    Georgia Institute of Technology, United States

    4 publications · 129 citations

    4

    h-index

  5. SI
    Sidney I. Resnick

    Cornell University, United States

    3 publications · 445 citations

    3

    h-index

1–5 of 374

Institutions

226

  1. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    9 publications

    598 citations

  2. Massachusetts General Hospital

    Boston, United States

    5 h-index

    8 publications

    1K citations

  3. Columbia University

    New York, United States

    5 h-index

    8 publications

    354 citations

  4. Stanford University

    Stanford, United States

    4 h-index

    5 publications

    361 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    15 publications

    494 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    8 publications

    709 citations

  7. University of Arizona

    Tucson, United States

    4 h-index

    4 publications

    84 citations

  8. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    4 h-index

    4 publications

    600 citations

1–8 of 226

Venues

  1. Advances in Applied Probability

    AAP · 11 publications · 995 citations

    11

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 135 citations

    6

    h-index

  3. Scandinavian Journal of Statistics

    3 publications · 99 citations

    3

    h-index

  4. Environmetrics

    3 publications · 70 citations

    3

    h-index

  5. 3

    h-index

1–5