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PEIP
View on CRAN: Click
here
Download and install PEIP package within the R console
Install from CRAN:
install.packages("PEIP")
Install from Github:
library("remotes")
install_github("cran/PEIP") Install by package version:
library("remotes")
install_version("PEIP", "2.2-5") Attach the package and use:
library("PEIP")
Maintained by
Jonathan M. Lees
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-05-19
Latest Update: 2023-08-21
Description:
Several functions introduced in Aster et al.'s book on inverse theory. The functions are often translations of MATLAB code developed by the authors to illustrate concepts of inverse theory as applied to geophysics. Generalized inversion, tomographic inversion algorithms (conjugate gradients, 'ART' and 'SIRT'), non-linear least squares, first and second order Tikhonov regularization, roughness constraints, and procedures for estimating smoothing parameters are included.
How to cite:
Jonathan M. Lees (2012). PEIP: Geophysical Inverse Theory and Optimization. R package version 2.2-5, https://cran.r-project.org/web/packages/PEIP. Accessed 16 Jul. 2026.
Previous versions and publish date:
Other packages that cited PEIP R package
View PEIP citation profile
Other R packages that PEIP depends,
imports, suggests or enhances
Complete documentation for PEIP
Functions, R codes and Examples using
the PEIP R package
Some associated functions: Ainv . GSVD . Mnorm . PEIP-package . USV . Vnorm . art . bartl . bayes . blf2 . cgls . chi . chi2cdf . chi2inv . dcost . error.bar . flipGSVD . gcv_function . gcval . get_l_rough . ginv . idcost . imagesc . interp2grid . irls . irlsl1reg . kac . l_curve_corner . l_curve_tgsvd . l_curve_tikh_gsvd . l_curve_tikh_svd . linesconst . lmarq . loadMAT . mcmc . nnz . occam . phi . phiinv . picard_vals . plotconst . quadlin . rnk . setDesignG . shawG . sirt . tinv . vspprofile .
Some associated R codes: Ainv.R . GSVD.R . Mnorm.R . USV.R . Vnorm.R . art.R . bartl.R . bayes.R . blf2.R . cgls.R . chi.R . chi2cdf.R . chi2inv.R . dcost.R . error.bar.R . flipGSVD.R . gcv_function.R . gcval.R . get_l_rough.R . ginv.R . idcost.R . imagesc.R . interp2grid.R . irls.R . irlsl1reg.R . kac.R . l_curve_corner.R . l_curve_tgsvd.R . l_curve_tikh_gsvd.R . l_curve_tikh_svd.R . linesconst.R . lmarq.R . loadMAT.R . mcmc.R . nnz.R . occam.R . phi.R . phiinv.R . picard_vals.R . plotconst.R . quadlin.R . rnk.R . setDesignG.R . shawG.R . sirt.R . tinv.R . vspprofile.R . Full PEIP package functions and examples
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