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PEIP (version 1.6)

Functions for Aster Book on Inverse Theory

Description

Several Functions for Aster Book on Inverse Theory. These functions are translations of MATLAB code developed by the authors to illustrate the concepts of Inverse theory as applied to geophysics. There is one function, rlsqr, written by Keehoon Kim, that is a wrapper for the FORTRAN based Paige and Saunders LSQR routine.

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Version

Install

install.packages('PEIP')

Monthly Downloads

272

Version

1.6

License

GPL (>= 2)

Maintainer

Jonathan Lees

Last Published

January 5th, 2014

Functions in PEIP (1.6)

Singular Value Decomposition

Inverse cosine transform

Plot constant model

One-D Roughening

Generalized svd

Flip output of GSVD

Inverse Normal Distribution Integral

Compile AsterCode

Maximum likelihood Models

wrapper for GSVD

ART Inverse solution

Lagrange multiplier technique

Iteratively reweight least squares

Conjugate gradient Least squares

Plot constant model

An Inverse Solution

l_curve_tikh_gsvd

L-curve tikh gsvd

Bartlett window

Lev-Marquardt Inversion

Inverse Theory Functions for PEIP book

Bounded least squares

Bilinear and Bicubic Interpolation to Grid

Occam inversion

L1 least squares with sparsity

Bayes Inversion

Load a Matlab matfile

Integral of Normal Distribution

SIRT Algorithm for sparse matrix inversion

cosine transform

l_curve_tikh_svd

L-curve Tikhonov

Inverse T-distribution