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aws
View on CRAN: Click
here
Download and install aws package within the R console
Install from CRAN:
install.packages("aws")
Install from Github:
library("remotes")
install_github("cran/aws")
Install by package version:
library("remotes")
install_version("aws", "2.5-6")
Attach the package and use:
library("aws")
Maintained by
Joerg Polzehl
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2002-02-15
Latest Update: 2024-02-07
Description:
We provide a collection of R-functions implementing
adaptive smoothing procedures in 1D, 2D and 3D. This includes the
Propagation-Separation Approach to adaptive smoothing,
the Intersecting Confidence Intervals (ICI), variational approaches and a non-local means filter.
The package is described in detail in Polzehl J, Papafitsoros K, Tabelow K (2020).
Patch-Wise Adaptive Weights Smoothing in R. Journal of Statistical Software, 95(6), 1-27.
,
Usage of the package in MR imaging is illustrated in Polzehl and Tabelow (2023),
Magnetic Resonance Brain Imaging, 2nd Ed. Appendix A, Springer, Use R! Series.
.
How to cite:
Joerg Polzehl (2002). aws: Adaptive Weights Smoothing. R package version 2.5-6, https://cran.r-project.org/web/packages/aws. Accessed 20 Nov. 2024.
Previous versions and publish date:
1.0-1 (2002-02-15 07:41), 1.0-4 (2002-04-26 11:40), 1.2-0 (2002-11-27 10:56), 1.3-0 (2004-12-27 13:49), 1.3-2 (2006-01-08 00:42), 1.3-3.1 (2007-07-07 20:52), 1.6-1 (2009-10-12 19:17), 1.6-2 (2010-04-07 12:54), 1.6 (2009-04-15 15:50), 1.7-1 (2011-12-11 18:42), 1.8-0 (2012-05-24 13:11), 1.9-3 (2013-03-18 21:43), 1.9-4 (2014-03-05 18:21), 1.9-6 (2016-09-15 15:46), 2.2-0 (2018-07-30 18:00), 2.2-1.1 (2019-10-30 16:02), 2.2-1 (2019-05-08 11:20), 2.3-0 (2019-11-16 00:00), 2.4-0 (2020-01-21 14:50), 2.4-1 (2020-02-19 16:40), 2.4-2 (2020-04-17 18:10), 2.4-3 (2020-07-21 11:50), 2.5-1 (2021-01-11 23:40), 2.5-3 (2023-06-22 01:10), 2.5-4 (2024-02-02 20:30), 2.5-5 (2024-02-07 14:00), 2.5 (2020-10-02 06:22)
Other packages that cited aws R package
View aws citation profile
Other R packages that aws depends,
imports, suggests or enhances
Complete documentation for aws
Functions, R codes and Examples using
the aws R package
Some associated functions: ICIcombined . ICIsmooth-class . ICIsmooth . TV_denoising . aws-class . aws-package . aws.gaussian . aws.irreg . aws . aws.segment . awsLocalSigma . awsdata . awssegment-class . awstestprop . awsweights . binning . extract-methods . gethani . kernsm-class . kernsm . lpaws . nlmeans . paws . plot-methods . print-methods . qmeasures . risk-methods . show-methods . smooth3D . smse3ms . summary-methods . vaws . vpaws .
Some associated R codes: awswghts.R . smooth3d.R . smse3.R . smse3misc.R . Full aws package functions and examples
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