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Bayesian Compendium
Author
Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-3-031-66085-6
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Book Chapters
The following chapters of this book are listed in IDEAS- Marcel van Oijen, 2024. "Science and Uncertainty," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 1-9, Springer.
- Marcel van Oijen, 2024. "Bayesian Inference," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 11-18, Springer.
- Marcel van Oijen, 2024. "Assigning a Prior Distribution," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 19-23, Springer.
- Marcel van Oijen, 2024. "Assigning a Likelihood Function," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 25-29, Springer.
- Marcel van Oijen, 2024. "Deriving the Posterior Distribution," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 31-34, Springer.
- Marcel van Oijen, 2024. "Markov Chain Monte Carlo Sampling (MCMC)," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 35-40, Springer.
- Marcel van Oijen, 2024. "Sampling from the Posterior Distribution by MCMC," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 41-50, Springer.
- Marcel van Oijen, 2024. "MCMC and Multivariate Models," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 51-55, Springer.
- Marcel van Oijen, 2024. "Bayesian Calibration and MCMC: Frequently Asked Questions," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 57-63, Springer.
- Marcel van Oijen, 2024. "After the Calibration: Interpretation, Reporting, Visualisation," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 65-69, Springer.
- Marcel van Oijen, 2024. "Model Ensembles: BMC and BMA," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 71-77, Springer.
- Marcel van Oijen, 2024. "Discrepancy," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 79-83, Springer.
- Marcel van Oijen, 2024. "Approximations to Bayes," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 85-87, Springer.
- Marcel van Oijen, 2024. "Thirteen Ways to Fit a Straight Line," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 89-103, Springer.
- Marcel van Oijen, 2024. "Gaussian Processes and Model Emulation," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 105-117, Springer.
- Marcel van Oijen, 2024. "Graphical Modelling," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 119-133, Springer.
- Marcel van Oijen, 2024. "Bayesian Hierarchical Modelling," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 135-142, Springer.
- Marcel van Oijen, 2024. "Probabilistic Risk Analysis," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 143-155, Springer.
- Marcel van Oijen, 2024. "Bayesian Decision Theory," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 157-164, Springer.
- Marcel van Oijen, 2024. "Linear Modelling: LM, GLM, GAM and Mixed Models," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 165-170, Springer.
- Marcel van Oijen, 2024. "Machine Learning," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 171-191, Springer.
- Marcel van Oijen, 2024. "Time Series and Data Assimilation," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 193-203, Springer.
- Marcel van Oijen, 2024. "Spatial Modelling and Scaling Error," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 205-212, Springer.
- Marcel van Oijen, 2024. "Spatio-Temporal Modelling and Adaptive Sampling," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 213-217, Springer.
- Marcel van Oijen, 2024. "What Next?," Springer Books, in: Bayesian Compendium, edition 0, chapter 0, pages 219-222, Springer.
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