Bayesian methods for estimating multi-segment discharge rating curves

DOI10.1007/s00477-008-0248-0zbMath1411.62343OpenAlexW1999884815MaRDI QIDQ1741104

Asgeir Petersen-Øverleir, Trond Reitan

Publication date: 3 May 2019

Published in: Stochastic Environmental Research and Risk Assessment (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00477-008-0248-0

zbMATH Keywords

Bayesian analysisPoisson processMCMCsegmented regressionchangepoint analysisextrapolation uncertaintypower-law rating curvestage-discharge relationship

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to environmental and related topics (62P12) Bayesian inference (62F15) Geostatistics (86A32)

Cites Work

• Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
• Bayesian power-law regression with a location parameter, with applications for construction of discharge rating curves
• Nonparametric regression using Bayesian variable selection
• Automatic Bayesian Curve Fitting
• Hierarchical Bayesian Analysis of Changepoint Problems
• Bayesian Retrospective Multiple-Changepoint Identification
• Estimating the transition between two intersecting straight lines
• Monte Carlo strategies in scientific computing