Examples ======== Perhaps the simplest approach to learn using SIPPI is by trying out (and alter) an example. `A priori models `__ Examples of different types of a priori models `Line fitting `__ Probabilistic polynomial regression `Cross-hole GPR tomographic inversion `__ An example of 2D/3D inversion of crosshole traveltime data obtained from GPR measurements from Stevns, Denmark. (The case examined in `Hansen et al. (2013b) `__). `Covariance model inference `__ An example of inference of covariance model parameters, from either direct observations of model parameters, of from linear average observations (such as data related to an linear inverse problem). See also: Hansen, T. M., Cordua, K. S., & Mosegaard, K. (2015). A General Probabilistic Approach for Inference of Gaussian Model Parameters from Noisy Data of Point and Volume Support. Mathematical Geosciences, 47(7), 843-865. `PDF `__. .. toctree:: :maxdepth: 1 :caption: Contents: chapExamples_prior.rst chapExamples_CovarianceInference.rst chapExamples_linefitting.rst exGPR/index grlnn