Calibration¶
Least squares and gaussian calibration¶
Generate flooding model observations
Generate flooding model observations
Calibrate a parametric model: a quick-start guide to calibration
Calibrate a parametric model: a quick-start guide to calibration
Generate observations of the Chaboche mechanical model
Generate observations of the Chaboche mechanical model
Calibration without observed inputs
Calibration without observed inputs
Calibration of the logistic model
Calibration of the logistic model
Calibration of the deflection of a tube
Calibration of the deflection of a tube
Calibration of the flooding model
Calibration of the flooding model
Calibration of the Chaboche mechanical model
Calibration of the Chaboche mechanical model
Bayesian calibration¶
Gibbs sampling of the posterior distribution
Gibbs sampling of the posterior distribution
Sampling from an unnormalized probability density
Sampling from an unnormalized probability density
Posterior sampling using a PythonDistribution
Posterior sampling using a PythonDistribution
Bayesian calibration of a computer code
Bayesian calibration of a computer code
Bayesian calibration of the flooding model
Bayesian calibration of the flooding model
Customize your Metropolis-Hastings algorithm
Customize your Metropolis-Hastings algorithm
Linear Regression with interval-censored observations
Linear Regression with interval-censored observations