AutoGFI: Streamlined Generalized Fiducial Inference for Modern Inference Problems in Models with Additive Errors
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2024.2441165
Abstract: Abstract The concept of fiducial inference was introduced by R. A. Fisher in the 1930s to address the perceived limitations of Bayesian inference, particularly the need for subjective prior distributions in cases with limited prior… read more here.
Keywords: generalized fiducial; fiducial inference; inference; gfi ... See more keywords
Discussion of ‘Nonparametric generalized fiducial inference for survival functions under censoring’
Sign Up to like & getrecommendations! Published in 2019 at "Biometrika"
DOI: 10.1093/biomet/asz027
Abstract: The following discussion is inspired by the paper Nonparametric generalized fiducial inference for survival functions under censoring by Cui and Hannig. The discussion consists of comments on the results, but also indicates it's importance more… read more here.
Keywords: inference; nonparametric generalized; inference survival; fiducial inference ... See more keywords
Generalized fiducial inference for the restricted mean survival time.
Sign Up to like & getrecommendations! Published in 2023 at "Statistical methods in medical research"
DOI: 10.1177/09622802231163333
Abstract: The standard modeling approach for time-to-event outcomes subject to censoring is based on the hazard function, with hazard ratios capturing the effect of exposures on the risk of outcome. The restricted mean survival time, defined… read more here.
Keywords: time; generalized fiducial; restricted mean; mean survival ... See more keywords