Previous versions (as known to CRANberries) which should be available via the Archive link are:
2017-03-24 0.1.4
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2017-04-21 0.2.2
2015-05-02 0.2.1
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2017-09-07 0.1.1
2017-06-17 0.1.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2014-06-24 1.0.2
2014-06-14 1.0.1
2014-06-11 1.0.0
Title: Extensible Style-Sheet Language Transformations
Description: An extension for the 'xml2' package to transform XML documents
by applying an 'xslt' style-sheet.
Author: Jeroen Ooms
Maintainer: Jeroen Ooms <jeroen@berkeley.edu>
Diff between xslt versions 1.1 dated 2017-05-19 and 1.2 dated 2017-09-18
DESCRIPTION | 10 +++++----- MD5 | 23 +++++++++++++---------- NEWS | 3 +++ R/RcppExports.R | 8 ++++---- R/xml_xslt.R | 8 +++++--- man/xslt.Rd | 4 +++- src/Makevars.in | 1 + src/Makevars.win | 2 ++ src/RcppExports.cpp | 11 ++++++----- src/xslt.cpp | 10 +++++++--- tests/testthat/doc.xml |only tests/testthat/style.xml |only tests/testthat/test-param.R |only tests/testthat/test-xslt.R | 2 +- 14 files changed, 50 insertions(+), 32 deletions(-)
Title: Parse a BibTeX File to a data.frame
Description: Parse a BibTeX file to a data.frame to make it accessible for further analysis and visualization.
Author: Philipp Ottolinger [aut, cre],
Thomas Leeper [ctb],
Maëlle Salmon [ctb]
Maintainer: Philipp Ottolinger <philipp@ottolinger.de>
Diff between bib2df versions 0.2 dated 2017-05-21 and 1.0.0 dated 2017-09-18
bib2df-0.2/bib2df/inst/legacy |only bib2df-0.2/bib2df/man/bib2df_gather.Rd |only bib2df-0.2/bib2df/man/bib2df_read.Rd |only bib2df-0.2/bib2df/man/bib2df_tidy.Rd |only bib2df-1.0.0/bib2df/DESCRIPTION | 21 ++--- bib2df-1.0.0/bib2df/MD5 | 40 ++++----- bib2df-1.0.0/bib2df/NAMESPACE | 15 ++- bib2df-1.0.0/bib2df/NEWS.md |only bib2df-1.0.0/bib2df/R/bib2df-package.R |only bib2df-1.0.0/bib2df/R/bib2df.R | 37 +++++++- bib2df-1.0.0/bib2df/R/bib2df_gather.R | 121 ++++++++++++++++++++++------- bib2df-1.0.0/bib2df/R/bib2df_read.R | 12 -- bib2df-1.0.0/bib2df/R/bib2df_tidy.R | 55 +++++++------ bib2df-1.0.0/bib2df/R/df2bib.R | 63 +++++++++++---- bib2df-1.0.0/bib2df/R/helpers.R |only bib2df-1.0.0/bib2df/build |only bib2df-1.0.0/bib2df/inst/doc |only bib2df-1.0.0/bib2df/man/bib2df-package.Rd |only bib2df-1.0.0/bib2df/man/bib2df.Rd | 22 +++-- bib2df-1.0.0/bib2df/man/df2bib.Rd | 23 ++++- bib2df-1.0.0/bib2df/tests/testthat/tests.R | 39 +++++++++ bib2df-1.0.0/bib2df/vignettes |only 22 files changed, 313 insertions(+), 135 deletions(-)
Title: 'fastText' Wrapper for Text Classification and Word
Representation
Description: Learning text representations and text classifiers may rely
on the same simple and efficient approach. 'fastText' is an open-source, free,
lightweight library that allows users to perform both tasks.
It transforms text into continuous vectors that can later
be used on many language related task.
It works on standard, generic hardware (no 'GPU' required).
It also includes model size reduction feature.
'fastText' original source code is available
at <https://github.com/facebookresearch/fastText>.
Author: Michaël Benesty [aut, cre, cph],
Facebook, Inc [cph]
Maintainer: Michaël Benesty <michael@benesty.fr>
Diff between fastrtext versions 0.2.0 dated 2017-09-15 and 0.2.1 dated 2017-09-18
DESCRIPTION | 21 +++--- MD5 | 27 ++++--- NAMESPACE | 1 NEWS.md |only R/API.R | 7 +- R/zzz.R | 3 demo |only inst/doc/list_commands.html | 4 - inst/doc/supervised_learning.html | 26 +++---- inst/doc/unsupervised_learning.html | 122 ++++++++++++++++++------------------ man/Rcpp_fastrtext-class.Rd | 2 man/fastrtext.Rd | 8 +- man/get_word_vectors.Rd | 4 - man/load_model.Rd | 1 src/Makevars | 3 15 files changed, 120 insertions(+), 109 deletions(-)
Title: Utilities to Fit Paired Comparison Models for Preferences
Description: Generates design matrix for analysing real paired comparisons and derived paired comparison data (Likert type items/ratings or rankings) using a loglinear approach. Fits loglinear Bradley-Terry model (LLBT) exploiting an eliminate feature. Computes pattern models for paired comparisons, rankings, and ratings. Some treatment of missing values (MCAR and MNAR). Fits latent class (mixture) models for paired comparison, rating and ranking patterns using a non-parametric ML approach.
Author: Reinhold Hatzinger [aut],
Marco Johannes Maier [cre]
Maintainer: Marco Johannes Maier <marco_maier@posteo.de>
Diff between prefmod versions 0.8-33 dated 2015-11-12 and 0.8-34 dated 2017-09-18
prefmod-0.8-33/prefmod/man/plotworth.Rd |only prefmod-0.8-34/prefmod/DESCRIPTION | 12 prefmod-0.8-34/prefmod/MD5 | 104 +++---- prefmod-0.8-34/prefmod/NAMESPACE | 2 prefmod-0.8-34/prefmod/NEWS |only prefmod-0.8-34/prefmod/R/plotworth.R | 21 - prefmod-0.8-34/prefmod/build/partial.rdb |binary prefmod-0.8-34/prefmod/data/baseball.RData |binary prefmod-0.8-34/prefmod/data/carconf.RData |binary prefmod-0.8-34/prefmod/data/cemspc.RData |binary prefmod-0.8-34/prefmod/data/dat4.RData |binary prefmod-0.8-34/prefmod/data/euro55.2.des.RData |binary prefmod-0.8-34/prefmod/data/immig.RData |binary prefmod-0.8-34/prefmod/data/issp2000.RData |binary prefmod-0.8-34/prefmod/data/music.RData |binary prefmod-0.8-34/prefmod/data/salad.RData |binary prefmod-0.8-34/prefmod/data/tennis.RData |binary prefmod-0.8-34/prefmod/data/trdel.RData |binary prefmod-0.8-34/prefmod/data/xmpl.RData |binary prefmod-0.8-34/prefmod/inst/CITATION | 2 prefmod-0.8-34/prefmod/inst/NEWS.Rd |only prefmod-0.8-34/prefmod/inst/NEWS.pdf |only prefmod-0.8-34/prefmod/man/baseball.Rd | 25 - prefmod-0.8-34/prefmod/man/carconf.Rd | 48 +-- prefmod-0.8-34/prefmod/man/cemspc.Rd | 61 ++-- prefmod-0.8-34/prefmod/man/checkMIS.Rd | 40 +- prefmod-0.8-34/prefmod/man/dat4.Rd | 7 prefmod-0.8-34/prefmod/man/euro55.2.des.Rd | 61 +--- prefmod-0.8-34/prefmod/man/expand.mat.Rd | 10 prefmod-0.8-34/prefmod/man/immig.Rd | 56 +--- prefmod-0.8-34/prefmod/man/issp2000.Rd | 60 +--- prefmod-0.8-34/prefmod/man/llbt.design.Rd | 245 ++++++++--------- prefmod-0.8-34/prefmod/man/llbt.fit.Rd | 36 -- prefmod-0.8-34/prefmod/man/llbt.worth.Rd | 59 +--- prefmod-0.8-34/prefmod/man/llbtPC.fit.Rd | 116 ++------ prefmod-0.8-34/prefmod/man/music.Rd | 4 prefmod-0.8-34/prefmod/man/patt.design.Rd | 347 ++++++++++--------------- prefmod-0.8-34/prefmod/man/patt.worth.Rd | 61 ++-- prefmod-0.8-34/prefmod/man/pattL.fit.Rd | 171 +++++------- prefmod-0.8-34/prefmod/man/pattLrep.fit.Rd | 186 +++++-------- prefmod-0.8-34/prefmod/man/pattPC.fit.Rd | 228 ++++++---------- prefmod-0.8-34/prefmod/man/pattR.fit.Rd | 201 +++++--------- prefmod-0.8-34/prefmod/man/pattRrep.fit.Rd | 185 +++++-------- prefmod-0.8-34/prefmod/man/pattnpml.fit.Rd | 130 +++------ prefmod-0.8-34/prefmod/man/plot.wmat.Rd | 43 +-- prefmod-0.8-34/prefmod/man/prefmod-defunct.Rd |only prefmod-0.8-34/prefmod/man/prefmod-package.Rd | 35 +- prefmod-0.8-34/prefmod/man/print.pattMod.Rd | 9 prefmod-0.8-34/prefmod/man/salad.Rd | 17 - prefmod-0.8-34/prefmod/man/simPC.Rd | 38 +- prefmod-0.8-34/prefmod/man/summary.pattNPML.Rd | 16 - prefmod-0.8-34/prefmod/man/tennis.Rd | 24 - prefmod-0.8-34/prefmod/man/trdel.Rd | 32 -- prefmod-0.8-34/prefmod/man/xmpl.Rd | 27 - prefmod-0.8-34/prefmod/src/init.c |only prefmod-0.8-34/prefmod/src/prefmod.f95 | 249 ++++++++--------- 56 files changed, 1292 insertions(+), 1676 deletions(-)
Title: Compute the Rectangular Statistical Cartogram
Description: Provides an interface and a C++ implementation of the RecMap MP2
construction heuristic (see 'citation("recmap")' for details). This algorithm
draws maps according to a given statistical value (e.g., election results,
population or epidemiological data). The basic idea of the RecMap algorithm is
that each map region (e.g., different countries) is represented by a
rectangle. The area of each rectangle represents the statistical value given
as input (maintain zero cartographic error). Documentation about RecMap is
provided by a vignette included in this package.
Author: Christian Panse [aut, cre]
Maintainer: Christian Panse <Christian.Panse@gmail.com>
Diff between recmap versions 0.5.20 dated 2017-04-10 and 0.5.24 dated 2017-09-18
recmap-0.5.20/recmap/man/recmap.Rd |only recmap-0.5.20/recmap/man/recmap2sp.Rd |only recmap-0.5.20/recmap/man/sp2recmap.Rd |only recmap-0.5.24/recmap/DESCRIPTION | 10 recmap-0.5.24/recmap/MD5 | 50 +- recmap-0.5.24/recmap/NAMESPACE | 9 recmap-0.5.24/recmap/R/recmap.R | 129 ++++-- recmap-0.5.24/recmap/README.md | 8 recmap-0.5.24/recmap/build/partial.rdb |binary recmap-0.5.24/recmap/build/vignette.rds |binary recmap-0.5.24/recmap/inst/CITATION | 8 recmap-0.5.24/recmap/inst/NEWS.Rd | 17 recmap-0.5.24/recmap/inst/doc/recmap.R | 7 recmap-0.5.24/recmap/inst/doc/recmap.Rmd | 24 - recmap-0.5.24/recmap/inst/doc/recmap.html | 48 +- recmap-0.5.24/recmap/inst/shiny-examples/US.county/server.R | 194 ++++++---- recmap-0.5.24/recmap/inst/shiny-examples/US.county/ui.R | 53 +- recmap-0.5.24/recmap/inst/shiny-examples/state.x77/server.R | 27 + recmap-0.5.24/recmap/inst/shiny-examples/state.x77/ui.R | 1 recmap-0.5.24/recmap/man/as.SpatialPolygonsDataFrame.recmap.Rd |only recmap-0.5.24/recmap/man/as.recmap.SpatialPolygonsDataFrame.Rd |only recmap-0.5.24/recmap/man/checkerboard.Rd | 2 recmap-0.5.24/recmap/man/plot.recmap.Rd | 4 recmap-0.5.24/recmap/man/recmap.rd |only recmap-0.5.24/recmap/man/recmapGA.Rd | 36 + recmap-0.5.24/recmap/man/recmapGRASP.Rd | 8 recmap-0.5.24/recmap/src/recmap.h | 4 recmap-0.5.24/recmap/tests/testthat/test-sp.R | 2 recmap-0.5.24/recmap/vignettes/recmap.Rmd | 24 - 29 files changed, 424 insertions(+), 241 deletions(-)
Title: Low-Cost Anonymous Functions
Description: Provides a compact variation of the usual syntax of function
declaration, in order to support tidyverse-style quasiquotation of a
function's arguments and body.
Author: Eugene Ha [aut, cre]
Maintainer: Eugene Ha <eha@posteo.de>
Diff between nofrills versions 0.1.0 dated 2017-07-23 and 0.2.0 dated 2017-09-18
nofrills-0.1.0/nofrills/NEWS.md |only nofrills-0.2.0/nofrills/DESCRIPTION | 14 - nofrills-0.2.0/nofrills/MD5 | 27 +- nofrills-0.2.0/nofrills/NAMESPACE | 1 nofrills-0.2.0/nofrills/NEWS |only nofrills-0.2.0/nofrills/R/as-fn.R | 25 +- nofrills-0.2.0/nofrills/R/exprs.R |only nofrills-0.2.0/nofrills/R/fn.R | 123 ++++++++--- nofrills-0.2.0/nofrills/R/make-fn-aware.R |only nofrills-0.2.0/nofrills/README.md | 117 ++++++---- nofrills-0.2.0/nofrills/inst |only nofrills-0.2.0/nofrills/man/as_fn.Rd | 12 - nofrills-0.2.0/nofrills/man/fn.Rd | 114 +++++++--- nofrills-0.2.0/nofrills/man/make_fn_aware.Rd |only nofrills-0.2.0/nofrills/man/nofrills-package.Rd | 2 nofrills-0.2.0/nofrills/tests/testthat/test-abbreviation.R |only nofrills-0.2.0/nofrills/tests/testthat/test-functions.R | 5 nofrills-0.2.0/nofrills/tests/testthat/test-quasiquotation.R | 9 18 files changed, 310 insertions(+), 139 deletions(-)
Title: Multivariate, Locally Stationary Wavelet Process Estimation
Description: Tools for analysing multivariate time series with wavelets. This includes: simulation of a multivariate locally stationary wavelet (mvLSW) process from a multivariate evolutionary wavelet spectrum (mvEWS); estimation of the mvEWS, local coherence and local partial coherence. See Park, Eckley and Ombao (2014) <doi:10.1109/TSP.2014.2343937> for details.
Author: Simon Taylor [aut, cre],
Tim Park [aut],
Idris Eckley [ths],
Rebecca Killick [ctb]
Maintainer: Simon Taylor <s.taylor2@lancaster.ac.uk>
Diff between mvLSW versions 1.2 dated 2017-08-06 and 1.2.1 dated 2017-09-18
ChangeLog | 24 +++++++++++++----------- DESCRIPTION | 8 ++++---- MD5 | 8 ++++---- R/mvLSW.R | 1 + man/mvEWS.rd | 4 ++-- 5 files changed, 24 insertions(+), 21 deletions(-)
Title: A Toolbox for the Multi-Criteria Minimum Spanning Tree Problem
Description: Algorithms to approximate the Pareto-front of multi-criteria minimum spanning tree problems. Additionally, a modular toolbox for the generation of multi-objective benchmark graph problems is included.
Author: Jakob Bossek [aut, cre]
Maintainer: Jakob Bossek <j.bossek@gmail.com>
Diff between mcMST versions 1.0.0 dated 2017-07-11 and 1.0.1 dated 2017-09-18
mcMST-1.0.0/mcMST/man/plotGraph.Rd |only mcMST-1.0.1/mcMST/DESCRIPTION | 8 +- mcMST-1.0.1/mcMST/MD5 | 60 ++++++++++----------- mcMST-1.0.1/mcMST/NAMESPACE | 2 mcMST-1.0.1/mcMST/NEWS | 7 ++ mcMST-1.0.1/mcMST/NEWS.md | 5 + mcMST-1.0.1/mcMST/R/generators.R | 2 mcMST-1.0.1/mcMST/R/mcMST-package.R |only mcMST-1.0.1/mcMST/R/mcMSTEmoaBG.R | 6 +- mcMST-1.0.1/mcMST/R/mcMSTEmoaZhou.R | 1 mcMST-1.0.1/mcMST/R/mcMSTPrim.R | 3 - mcMST-1.0.1/mcMST/R/plotGraph.R | 59 +++++++++++--------- mcMST-1.0.1/mcMST/R/transformations.R | 36 ++++++++++++ mcMST-1.0.1/mcMST/inst/doc/Generation.R | 6 +- mcMST-1.0.1/mcMST/inst/doc/Generation.Rmd | 8 +- mcMST-1.0.1/mcMST/inst/doc/Generation.html | 18 +++--- mcMST-1.0.1/mcMST/inst/doc/introduction.R | 2 mcMST-1.0.1/mcMST/inst/doc/introduction.Rmd | 2 mcMST-1.0.1/mcMST/inst/doc/introduction.html | 6 +- mcMST-1.0.1/mcMST/man/edgeListToCharVec.Rd | 12 +++- mcMST-1.0.1/mcMST/man/genRandomMCGP.Rd | 2 mcMST-1.0.1/mcMST/man/mcMST-package.Rd |only mcMST-1.0.1/mcMST/man/mcMSTEmoaBG.Rd | 19 ++++++ mcMST-1.0.1/mcMST/man/mcMSTEmoaZhou.Rd | 15 +++++ mcMST-1.0.1/mcMST/man/mcMSTPrim.Rd | 8 +- mcMST-1.0.1/mcMST/man/permutationToCharVec.Rd | 10 +++ mcMST-1.0.1/mcMST/man/permutationToEdgelist.Rd | 8 ++ mcMST-1.0.1/mcMST/man/plot.mcGP.Rd |only mcMST-1.0.1/mcMST/man/prueferToCharVec.Rd | 9 ++- mcMST-1.0.1/mcMST/man/prueferToEdgeList.Rd | 8 ++ mcMST-1.0.1/mcMST/tests/testthat/test_generators.R | 6 +- mcMST-1.0.1/mcMST/vignettes/Generation.Rmd | 8 +- mcMST-1.0.1/mcMST/vignettes/introduction.Rmd | 2 33 files changed, 239 insertions(+), 99 deletions(-)
Title: Joint Modeling of Longitudinal and Time-to-Event Data under a
Bayesian Approach
Description: Shared parameter models for the joint modeling of longitudinal and time-to-event data using MCMC.
Author: Dimitris Rizopoulos <d.rizopoulos@erasmusmc.nl>
Maintainer: Dimitris Rizopoulos <d.rizopoulos@erasmusmc.nl>
Diff between JMbayes versions 0.8-0 dated 2016-08-25 and 0.8-65 dated 2017-09-18
JMbayes-0.8-0/JMbayes/README.md |only JMbayes-0.8-65/JMbayes/DESCRIPTION | 16 +- JMbayes-0.8-65/JMbayes/MD5 | 101 +++++++++++------- JMbayes-0.8-65/JMbayes/NAMESPACE | 45 ++++++-- JMbayes-0.8-65/JMbayes/R/JAGSmodel.R |only JMbayes-0.8-65/JMbayes/R/ModelMats.R | 2 JMbayes-0.8-65/JMbayes/R/RcppExports.R |only JMbayes-0.8-65/JMbayes/R/STANmodels.R |only JMbayes-0.8-65/JMbayes/R/aucJM.JMbayes.R | 76 +++++++++++-- JMbayes-0.8-65/JMbayes/R/aucJM.coxph.R | 85 ++++++++++++--- JMbayes-0.8-65/JMbayes/R/aucJM.mvJMbayes.R |only JMbayes-0.8-65/JMbayes/R/dbs.R | 8 - JMbayes-0.8-65/JMbayes/R/dns.R | 8 - JMbayes-0.8-65/JMbayes/R/dynPred_lme.R | 71 +++++++++--- JMbayes-0.8-65/JMbayes/R/extractFrames.R |only JMbayes-0.8-65/JMbayes/R/fitted.JMbayes.R | 4 JMbayes-0.8-65/JMbayes/R/hMats.R | 2 JMbayes-0.8-65/JMbayes/R/ibs.R | 12 +- JMbayes-0.8-65/JMbayes/R/initSurv_mvJointModelBayes.R |only JMbayes-0.8-65/JMbayes/R/ins.R | 12 +- JMbayes-0.8-65/JMbayes/R/jointModelBayes.R | 4 JMbayes-0.8-65/JMbayes/R/margLogLik2.R |only JMbayes-0.8-65/JMbayes/R/methods_mvJointModelBayes.R |only JMbayes-0.8-65/JMbayes/R/mvJointModelBayes.R |only JMbayes-0.8-65/JMbayes/R/mv_glmer.R |only JMbayes-0.8-65/JMbayes/R/nearPD.R | 6 - JMbayes-0.8-65/JMbayes/R/prederrJM.coxph.R | 4 JMbayes-0.8-65/JMbayes/R/prederrJM.mvJMbayes.R |only JMbayes-0.8-65/JMbayes/R/predict.JMbayes.R | 5 JMbayes-0.8-65/JMbayes/R/print.survfit.JMbayes.R | 2 JMbayes-0.8-65/JMbayes/R/rmvt.R | 3 JMbayes-0.8-65/JMbayes/R/rocJM.JMbayes.R | 3 JMbayes-0.8-65/JMbayes/R/rocJM.mvJMbayes.R |only JMbayes-0.8-65/JMbayes/R/runDynPred.R | 10 + JMbayes-0.8-65/JMbayes/R/survfitJM.JMbayes.R | 8 - JMbayes-0.8-65/JMbayes/R/survfitJM.mvJMbayes.R |only JMbayes-0.8-65/JMbayes/R/survivalFun.R | 2 JMbayes-0.8-65/JMbayes/R/td_effect.R |only JMbayes-0.8-65/JMbayes/R/xtable.JMbayes.R | 2 JMbayes-0.8-65/JMbayes/demo/server.R | 2 JMbayes-0.8-65/JMbayes/inst/NEWS | 19 +++ JMbayes-0.8-65/JMbayes/inst/doc |only JMbayes-0.8-65/JMbayes/inst/shiny_app_JM |only JMbayes-0.8-65/JMbayes/inst/shiny_app_lme |only JMbayes-0.8-65/JMbayes/man/DerivIntSplines.Rd | 7 - JMbayes-0.8-65/JMbayes/man/IndvPred.Rd | 17 ++- JMbayes-0.8-65/JMbayes/man/JMbayes.Rd | 4 JMbayes-0.8-65/JMbayes/man/JMbayesObject.Rd | 2 JMbayes-0.8-65/JMbayes/man/aucJM.Rd | 12 +- JMbayes-0.8-65/JMbayes/man/dynCJM.Rd | 2 JMbayes-0.8-65/JMbayes/man/mvJointModelBayes.Rd |only JMbayes-0.8-65/JMbayes/man/mvglmer.Rd |only JMbayes-0.8-65/JMbayes/man/prederrJM.Rd | 7 + JMbayes-0.8-65/JMbayes/man/runDynPred.Rd | 6 - JMbayes-0.8-65/JMbayes/man/survfitJM.Rd | 49 ++++++++ JMbayes-0.8-65/JMbayes/man/tve.Rd |only JMbayes-0.8-65/JMbayes/src |only 57 files changed, 465 insertions(+), 153 deletions(-)
Title: Bayesian Network Structure Learning
Description: From a given data frame, this package learns its Bayesian network structure based on a selected score.
Author: Joe Suzuki and Jun Kawahara
Maintainer: Joe Suzuki <j-suzuki@sigmath.es.osaka-u.ac.jp>
Diff between BNSL versions 0.1.1 dated 2017-06-20 and 0.1.3 dated 2017-09-18
DESCRIPTION | 8 ++++---- MD5 | 8 ++++---- man/BNSL-package.Rd | 1 + src/mi_cmi.cpp | 40 +++++++++++++++++++++++++++++++--------- src/parent_set.cpp | 5 +++++ 5 files changed, 45 insertions(+), 17 deletions(-)
Title: Augmented and Penalized Minimization Method L0
Description: Fit linear, logistic and Cox models regularized with L0, lasso (L1), elastic-net (L1 and L2), or net (L1 and Laplacian) penalty, and their adaptive forms, such as adaptive lasso / elastic-net and net adjusting for signs of linked coefficients. It solves L0 penalty problem by simultaneously selecting regularization parameters and the number of non-zero coefficients. This augmented and penalized minimization method provides an approximation solution to the L0 penalty problem, but runs as fast as L1 regularization problem. The package uses one-step coordinate descent algorithm and runs extremely fast by taking into account the sparsity structure of coefficients. It could deal with very high dimensional data and has superior selection performance.
Author: Xiang Li, Shanghong Xie, Donglin Zeng and Yuanjia Wang
Maintainer: Xiang Li <xli256@its.jnj.com>
Diff between APML0 versions 0.3 dated 2017-09-04 and 0.4 dated 2017-09-18
DESCRIPTION | 6 MD5 | 10 R/net_cox.R | 2 man/APML0-package.Rd | 14 man/APML0.Rd | 10 src/APML0.cpp | 754 +++++++++++++++++++++++++-------------------------- 6 files changed, 394 insertions(+), 402 deletions(-)