# 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

Bayesian calibration of a computer code

Bayesian calibration of a computer code

Sampling from an unnormalized probability density

Sampling from an unnormalized probability density

Bayesian calibration of the flooding model

Bayesian calibration of the flooding model

Posterior sampling using a PythonDistribution

Posterior sampling using a PythonDistribution

Customize your Metropolis-Hastings algorithm

Customize your Metropolis-Hastings algorithm

Linear Regression with interval-censored observations

Linear Regression with interval-censored observations