SIPPI
Introduction
Installation
SIPPI - setup
The Prior
Sequential Gibbs sampling: a random walk in the prior
UNIFORM
GAUSSIAN (1D)
3D Gaussian: FFTMA
3D Gaussian: VISIM
3D Gaussian: CHOLESKY
Plurigaussian
Voronoi
MPS
SNESIM (Stanford)
SNESIM_STD (Stanford)
The Likelihood
The Forward Model
sippi_forward_linear.m
sippi_forward_traveltime
SIPPI - Sampling the posterior
The extended Rejection sampler
The extended Metropolis sampler
Linear Least Squares
Examples
Crosshole GPR
Traveltime computation
Data from Arrenæs
AM13: Gaussian prior with unknown covariance model parameters'
AM13: Bimodal a priori distribution
AM13: Quantifying and accounting for modeling errors
AM13: Linear least squares
Line fitting
Prior Examples
Covariance model inference
Matlab m-file reference
SIPPI functions
SIPPI plotting
SIPPI misc
Traveltime toolbox
Covariance inference toolbox
Bibliography
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Matlab m-file reference
Matlab m-file reference
The chapter contains the built-in help in the header of all m-files.
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