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Bayesian Compendium
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Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-3-030-55897-0
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Book Chapters
The following chapters of this book are listed in IDEAS- Marcel van Oijen, 2020. "Introduction to Bayesian Thinking," Springer Books, in: Bayesian Compendium, chapter 0, pages 1-6, Springer.
- Marcel van Oijen, 2020. "Introduction to Bayesian Science," Springer Books, in: Bayesian Compendium, chapter 0, pages 7-16, Springer.
- Marcel van Oijen, 2020. "Assigning a Prior Distribution," Springer Books, in: Bayesian Compendium, chapter 0, pages 17-21, Springer.
- Marcel van Oijen, 2020. "Assigning a Likelihood Function," Springer Books, in: Bayesian Compendium, chapter 0, pages 23-27, Springer.
- Marcel van Oijen, 2020. "Deriving the Posterior Distribution," Springer Books, in: Bayesian Compendium, chapter 0, pages 29-32, Springer.
- Marcel van Oijen, 2020. "Sampling from Any Distribution by MCMC," Springer Books, in: Bayesian Compendium, chapter 0, pages 33-38, Springer.
- Marcel van Oijen, 2020. "Sampling from the Posterior Distribution by MCMC," Springer Books, in: Bayesian Compendium, chapter 0, pages 39-47, Springer.
- Marcel van Oijen, 2020. "Twelve Ways to Fit a Straight Line," Springer Books, in: Bayesian Compendium, chapter 0, pages 49-62, Springer.
- Marcel van Oijen, 2020. "MCMC and Complex Models," Springer Books, in: Bayesian Compendium, chapter 0, pages 63-67, Springer.
- Marcel van Oijen, 2020. "Bayesian Calibration and MCMC: Frequently Asked Questions," Springer Books, in: Bayesian Compendium, chapter 0, pages 69-75, Springer.
- Marcel van Oijen, 2020. "After the Calibration: Interpretation, Reporting, Visualization," Springer Books, in: Bayesian Compendium, chapter 0, pages 77-80, Springer.
- Marcel van Oijen, 2020. "Model Ensembles: BMC and BMA," Springer Books, in: Bayesian Compendium, chapter 0, pages 81-87, Springer.
- Marcel van Oijen, 2020. "Discrepancy," Springer Books, in: Bayesian Compendium, chapter 0, pages 89-92, Springer.
- Marcel van Oijen, 2020. "Gaussian Processes and Model Emulation," Springer Books, in: Bayesian Compendium, chapter 0, pages 93-105, Springer.
- Marcel van Oijen, 2020. "Graphical Modelling (GM)," Springer Books, in: Bayesian Compendium, chapter 0, pages 107-120, Springer.
- Marcel van Oijen, 2020. "Bayesian Hierarchical Modelling (BHM)," Springer Books, in: Bayesian Compendium, chapter 0, pages 121-128, Springer.
- Marcel van Oijen, 2020. "Probabilistic Risk Analysis and Bayesian Decision Theory," Springer Books, in: Bayesian Compendium, chapter 0, pages 129-133, Springer.
- Marcel van Oijen, 2020. "Approximations to Bayes," Springer Books, in: Bayesian Compendium, chapter 0, pages 135-136, Springer.
- Marcel van Oijen, 2020. "Linear Modelling: LM, GLMGeneralized Linear Model (GLM), GAMGeneralized Additive Model (GAM) and Mixed Models," Springer Books, in: Bayesian Compendium, chapter 0, pages 137-140, Springer.
- Marcel van Oijen, 2020. "Machine Learning," Springer Books, in: Bayesian Compendium, chapter 0, pages 141-149, Springer.
- Marcel van Oijen, 2020. "Time Series and Data Assimilation," Springer Books, in: Bayesian Compendium, chapter 0, pages 151-160, Springer.
- Marcel van Oijen, 2020. "Spatial Modelling and Scaling Error," Springer Books, in: Bayesian Compendium, chapter 0, pages 161-168, Springer.
- Marcel van Oijen, 2020. "Spatio-Temporal Modelling and Adaptive Sampling," Springer Books, in: Bayesian Compendium, chapter 0, pages 169-172, Springer.
- Marcel van Oijen, 2020. "What Next?," Springer Books, in: Bayesian Compendium, chapter 0, pages 173-176, Springer.
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