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Using reference models in variable selection

Using reference models in variable selection

Federico Pavone
Juho Piironen
Paul-Christian Bürkner
Aki Vehtari
ArXiv (abs)PDFHTML

Papers citing "Using reference models in variable selection"

5 / 5 papers shown
Title
Supporting Bayesian modelling workflows with iterative filtering for multiverse analysis
Supporting Bayesian modelling workflows with iterative filtering for multiverse analysis
Anna Elisabeth Riha
Nikolas Siccha
Antti Oulasvirta
Aki Vehtari
69
0
0
02 Apr 2024
Bayesian order identification of ARMA models with projection predictive inference
Bayesian order identification of ARMA models with projection predictive inference
Yann McLatchie
Asael Alonzo Matamoros
David Kohns
Aki Vehtari
43
1
0
31 Aug 2022
A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms
A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms
Paul-Christian Bürkner
Ilja Kroker
S. Oladyshkin
Wolfgang Nowak
63
10
0
12 Apr 2022
Latent space projection predictive inference
Latent space projection predictive inference
Alejandro Catalina
Paul-Christian Bürkner
Aki Vehtari
BDL
47
11
0
10 Sep 2021
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models
Alejandro Catalina
Paul-Christian Bürkner
Aki Vehtari
33
28
0
14 Oct 2020