Bayesian Emulation of Geotechnical Deterioration Curves Using Quadratic and B-Spline Hierarchical Models

Dennis Prangle; Jordan Oakley; Aleksandra Svalova; Peter Helm; Mohamed Rouainia; Stephanie Glendinning; Darren Wilkinson

Bayesian Emulation of Geotechnical Deterioration Curves Using Quadratic and B-Spline Hierarchical Models

Dennis Prangle, Jordan Oakley, Aleksandra Svalova^*, Peter Helm, Mohamed Rouainia, Stephanie Glendinning, Darren Wilkinson

^*Corresponding author for this work

School of Mathematics

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Original language	English
Journal	Journal of the Royal Statistical Society. Series C: Applied Statistics
Publication status	Accepted/In press - 30 Dec 2025

Handle.net

Persistent link

Cite this

@article{d10039f6329d40d9960c97cd2a13e105,

title = "Bayesian Emulation of Geotechnical Deterioration Curves Using Quadratic and B-Spline Hierarchical Models",

author = "Dennis Prangle and Jordan Oakley and Aleksandra Svalova and Peter Helm and Mohamed Rouainia and Stephanie Glendinning and Darren Wilkinson",

year = "2025",

month = dec,

day = "30",

language = "English",

journal = "Journal of the Royal Statistical Society. Series C: Applied Statistics",

issn = "0035-9254",

publisher = "Oxford University Press",

}

TY - JOUR

T1 - Bayesian Emulation of Geotechnical Deterioration Curves Using Quadratic and B-Spline Hierarchical Models

AU - Prangle, Dennis

AU - Oakley, Jordan

AU - Svalova, Aleksandra

AU - Helm, Peter

AU - Rouainia, Mohamed

AU - Glendinning, Stephanie

AU - Wilkinson, Darren

PY - 2025/12/30

Y1 - 2025/12/30

M3 - Article (Academic Journal)

SN - 0035-9254

JO - Journal of the Royal Statistical Society. Series C: Applied Statistics

JF - Journal of the Royal Statistical Society. Series C: Applied Statistics

ER -