Concepedia

Bayesian Gamma Regression

Bayesian Gamma Regression is a Bayesian generalized linear model that specifies the gamma distribution as the response distribution and uses Bayesian inference for parameter estimation, distinguishing it by incorporating prior distributions over the regression coefficients and modeling positive, continuous, right-skewed outcomes through a log-link function.

6

Publications

160

Citations

28

Authors

21

Institutions

Publications per year

2017–2026

3

Parents

Publications

6

Estimation of the value of an inspection and maintenance program: A Bayesian gamma process model

Xian‐Xun Yuan, Eishiro Higo, Mahesh D. Pandey · Reliability Engineering & System Safety · 2021 · 36 citations

, , +14

Bayesian hybrid gamma-GPD model for extreme traffic conflict threshold determination in the peak over threshold approach

Quansheng Yue, Yanyong Guo, Tarek Sayed et al. · Accident Analysis & Prevention · 2024 · 35 citations

, , +9

Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching

Yuanye Zhang, Ming‐Hui Chen, Joseph G. Ibrahim et al. · Lifetime Data Analysis · 2013 · 28 citations

, , +14

A hierarchical optimization problem: Estimating traffic flow using Gamma random variables in a Bayesian context

Enrique Castillo, José María Menéndez, Santos Sánchez‐Cambronero et al. · Computers & Operations Research · 2012 · 26 citations

, , +16

No time to rest: How the effects of climate change on nest decay threaten the conservation of apes in the wild

Mattia Bessone, Lambert Booto, Antonio R. Santos et al. · PLoS ONE · 2021 · 24 citations · Full text

, , +14

1–5 of 6

Authors

28

  1. HL
    Hao Lyu

    Washington State University, United States

    1 publications · 35 citations

    1

    h-index

  2. MD
    Mahesh D. Pandey

    University of Waterloo, Canada

    1 publications · 36 citations

    1

    h-index

  3. SS
    Santos Sánchez‐Cambronero

    University of Castilla-La Mancha, Spain

    1 publications · 26 citations

    1

    h-index

  4. QC
    Qingxia Chen

    Vanderbilt University, United States

    1 publications · 28 citations

    1

    h-index

  5. ZP
    Zhiying Pan

    Amgen (United States), United States

    1 publications · 28 citations

    1

    h-index

1–5 of 28

Institutions

21

  1. Novartis (Switzerland)

    Basel, Switzerland

    1 h-index

    1 publications

    28 citations

  2. Universidad de Cantabria

    Santander, Spain

    1 h-index

    3 publications

    78 citations

  3. Harbin Institute of Technology

    Harbin, China

    1 h-index

    1 publications

    35 citations

  4. Vanderbilt University

    Nashville, United States

    1 h-index

    1 publications

    28 citations

  5. University of Waterloo

    Waterloo, Canada

    1 h-index

    2 publications

    72 citations

  6. University of Massachusetts Amherst

    Amherst Center, United States

    1 h-index

    2 publications

    22 citations

  7. Royal Zoological Society of Antwerp

    Antwerp, Belgium

    1 h-index

    2 publications

    48 citations

  8. Ludwig-Maximilians-Universität München

    Munich, Germany

    1 h-index

    1 publications

    24 citations

1–8 of 21

Venues

  1. PLoS ONE

    2 publications · 35 citations

    2

    h-index

  2. Computers & Operations Research

    1 publications · 26 citations

    1

    h-index

  3. Accident Analysis & Prevention

    1 publications · 35 citations

    1

    h-index

  4. Lifetime Data Analysis

    1 publications · 28 citations

    1

    h-index

  5. Reliability Engineering & System Safety

    1 publications · 36 citations

    1

    h-index

1–5