Concepedia

Bayesian Nonparametric Calibration

Bayesian Nonparametric Calibration is a statistical calibration framework that belongs to the class of Bayesian calibration methods and is distinguished by its use of nonparametric prior distributions to flexibly model the calibration function without assuming a fixed parametric form.

4

Publications

117

Citations

14

Authors

11

Institutions

Publications per year

2017–2026

2

Parents

Publications

4

Bayesian Nonparametric Calibration and Combination of Predictive Distributions

Federico Bassetti, Roberto Casarin, Francesco Ravazzolo · Journal of the American Statistical Association · 2017 · 58 citations · Full text

, , +16

Bayesian nonparametric modeling in transportation safety studies: Applications in univariate and multivariate settings

Shahram Heydari, Liping Fu, Lawrence Joseph et al. · Analytic Methods in Accident Research · 2016 · 28 citations

, , +15

A Dynamic Bayesian Nonparametric Model for Blind Calibration of Sensor Networks

Jielong Yang, Xionghu Zhong, Wee Peng Tay · IEEE Internet of Things Journal · 2018 · 20 citations · Full text

, , +16

Learning Multitask Gaussian Process Over Heterogeneous Input Domains

Haitao Liu, Kai Wu, Yew-Soon Ong et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2023 · 14 citations

, , +14

Bayesian nonparametric estimation of the radiocarbon calibration curve

Caitlin E. Buck, Delil Gómez Portugal Aguilar, Cliff Litton et al. · Bayesian Analysis · 2006 · 11 citations · Full text

, , +16

1–5 of 4

Authors

14

  1. LJ
    Lawrence Joseph

    McGill University, Canada

    1 publications · 28 citations

    1

    h-index

  2. FB
    Federico Bassetti

    University of Pavia, Italy

    1 publications · 58 citations

    1

    h-index

  3. JY
    Jielong Yang

    Jilin University, China

    1 publications · 20 citations

    1

    h-index

  4. SH
    Shahram Heydari

    McGill University, Canada

    1 publications · 28 citations

    1

    h-index

  5. CE
    Caitlin E. Buck

    University of Sheffield, United Kingdom

    1 publications · 11 citations

    1

    h-index

1–5 of 14

Institutions

11

  1. McGill University

    Montreal, Canada

    1 h-index

    2 publications

    56 citations

  2. University of Sheffield

    Sheffield, United Kingdom

    1 h-index

    2 publications

    22 citations

  3. University of Waterloo

    Waterloo, Canada

    1 h-index

    2 publications

    56 citations

  4. University of Nottingham

    Nottingham, United Kingdom

    1 h-index

    1 publications

    11 citations

  5. International Society of Nephrology

    Brussels, Belgium

    1 h-index

    1 publications

    11 citations

  6. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    2 publications

    40 citations

  7. University of Pavia

    Pavia, Italy

    1 h-index

    1 publications

    58 citations

  8. Wuhan University of Technology

    Wuhan, China

    1 h-index

    1 publications

    28 citations

1–8 of 11

Venues

  1. 1

    h-index

  2. Bayesian Analysis

    1 publications · 11 citations

    1

    h-index

  3. Analytic Methods in Accident Research

    1 publications · 28 citations

    1

    h-index

  4. IEEE Internet of Things Journal

    1 publications · 20 citations

    1

    h-index

1–5