Concepedia

Kernel Intensity Estimation

Kernel Intensity Estimation is a nonparametric method in point pattern analysis that estimates the intensity function of a spatial point process by smoothing observed event locations using a kernel function centered at each point, thereby distinguishing it from parametric intensity models through its data-driven, local averaging approach.

24

Publications

1.9K

Citations

57

Authors

35

Institutions

Publications per year

2017–2026

5

Parents

Publications

24

A Kernel Method for Smoothing Point Process Data

Peter J. Diggle · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1985 · 614 citations

, , +17

Smoothing Counting Process Intensities by Means of Kernel Functions

Henrik Ramlau-Hansen · The Annals of Statistics · 1983 · 516 citations · Full text

, , +16

A non-model-based approach to bandwidth selection for kernel estimators of spatial intensity functions

Ottmar Cronie, M. N. M. van Lieshout · Biometrika · 2018 · 82 citations · Full text

, , +14

Local food environment and fruit and vegetable consumption: An ecological study

Mariana Carvalho de Menezes, Bruna Vieira de Lima Costa, Cláudia Di Lorenzo Oliveira et al. · Preventive Medicine Reports · 2016 · 70 citations · Full text

, , +17

A semiparametric extension of the stochastic block model for longitudinal networks

Tabea Rebafka, Fanny Villers · arXiv (Cornell University) · 2015 · 61 citations · Full text

, , +16

1–5 of 24

Authors

57

  1. JM
    Jorge Mateu

    Universitat Jaume I, Spain

    3 publications · 99 citations

    3

    h-index

  2. MN
    M. N. M. van Lieshout

    Centrum Wiskunde & Informatica, Netherlands

    2 publications · 124 citations

    2

    h-index

  3. MM
    Mehdi Moradi

    Universitat Jaume I, Spain

    2 publications · 74 citations

    2

    h-index

  4. KC
    Karina Conceição Gomes Machado de Araújo

    Universidade Federal de Sergipe, Brazil

    2 publications · 37 citations

    2

    h-index

  5. CD
    Cláudia Di Lorenzo Oliveira

    Federal University of São João del-Rei, Brazil

    2 publications · 101 citations

    2

    h-index

1–5 of 57

Institutions

35

  1. Universidade Federal de Minas Gerais

    Belo Horizonte, Brazil

    2 h-index

    5 publications

    272 citations

  2. Centrum Wiskunde & Informatica

    Amsterdam, The Netherlands

    2 h-index

    2 publications

    106 citations

  3. Federal University of São João del-Rei

    São João del Rei, Brazil

    2 h-index

    2 publications

    101 citations

  4. Fundação Oswaldo Cruz

    Rio de Janeiro, Brazil

    2 h-index

    5 publications

    97 citations

  5. Universitat Jaume I

    Castellon, Spain

    2 h-index

    5 publications

    185 citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    1 h-index

    2 publications

    106 citations

  7. Sorbonne Université

    Paris, France

    1 h-index

    2 publications

    122 citations

  8. University of Tartu

    Tartu, Estonia

    1 h-index

    1 publications

    21 citations

1–8 of 35

Venues

  1. Scandinavian Journal of Statistics

    2 publications · 44 citations

    2

    h-index

  2. 2

    h-index

  3. Journal of Computational and Graphical Statistics

    JCGS · 2 publications · 74 citations

    2

    h-index

  4. International Journal of Health Geographics

    1 publications · 21 citations

    1

    h-index

  5. Preventive Medicine Reports

    PMR · 1 publications · 70 citations

    1

    h-index

1–5