Title: Ordered Random Forests
Description: An implementation of the Ordered Forest estimator as developed
in Lechner & Okasa (2019) <arXiv:1907.02436>. The Ordered Forest flexibly
estimates the conditional probabilities of models with ordered categorical
outcomes (so-called ordered choice models). Additionally to common machine
learning algorithms the 'orf' package provides functions for estimating
marginal effects as well as statistical inference thereof and thus provides
similar output as in standard econometric models for ordered choice. The
core forest algorithm relies on the fast C++ forest implementation from
the 'ranger' package (Wright & Ziegler, 2017) <arXiv:1508.04409>.
Author: Gabriel Okasa [aut, cre], Michael Lechner [ctb]
Maintainer: Gabriel Okasa <okasa.gabriel@gmail.com>
Diff between orf versions 0.1.3 dated 2020-01-31 and 0.1.4 dated 2022-07-23
DESCRIPTION | 12 MD5 | 31 +- NEWS.md | 6 R/orf_package.R | 4 R/orf_user.R | 6 README.md | 2 build/partial.rdb |only build/vignette.rds |binary inst/CITATION | 8 inst/doc/orf_vignette.Rmd | 7 inst/doc/orf_vignette.html | 643 +++++++++++++++++---------------------------- man/odata.Rd | 4 man/orf-package.Rd | 4 man/orf.Rd | 4 src/RcppExports.cpp | 5 vignettes/library.bib | 14 vignettes/orf_vignette.Rmd | 7 17 files changed, 318 insertions(+), 439 deletions(-)
Title: Make Requests from the Bureau of Labor Statistics API
Description: Implements v2 of the B.L.S. API for requests of survey information
and time series data through 3-tiered API that allows users to interact with
the raw API directly, create queries through a functional interface, and
re-shape the data structures returned to fit common uses. The API definition
is located at: <https://www.bls.gov/developers/api_signature_v2.htm>.
Author: Guillermo Roditi Dominguez [aut, cre]
Maintainer: Guillermo Roditi Dominguez <guillermo@newriverinvestments.com>
Diff between blsR versions 0.3.0 dated 2022-04-11 and 0.3.1 dated 2022-07-23
DESCRIPTION | 6 +++--- MD5 | 10 +++++----- NEWS.md | 10 ++++++++++ R/merge_tables.R | 18 +++++++++++++++++- man/merge_tables.Rd | 3 ++- tests/testthat/test-merge.R | 17 +++++++++++++++++ 6 files changed, 54 insertions(+), 10 deletions(-)
Title: Efficient Branch and Bound Variable Selection for GLMs using
'RcppArmadillo'
Description: Performs efficient and scalable glm best
subset selection using a novel implementation of a branch and bound algorithm.
To speed up the model fitting process, a range of optimization
methods are implemented in 'RcppArmadillo'. Parallel computation
is available using 'OpenMP'.
Author: Jacob Seedorff [aut, cre]
Maintainer: Jacob Seedorff <jwseedorff@uiowa.edu>
Diff between BranchGLM versions 1.1.3 dated 2022-06-29 and 1.2.0 dated 2022-07-23
DESCRIPTION | 8 MD5 | 28 - NAMESPACE | 1 R/BranchGLM.R | 209 +++++++---- R/VariableSelection.R | 29 + inst/doc/BranchGLM-Vignette.R | 5 inst/doc/BranchGLM-Vignette.Rmd | 24 - inst/doc/BranchGLM-Vignette.html | 687 +++++++++++++++++++-------------------- man/BranchGLM.Rd | 57 ++- man/VariableSelection.Rd | 14 src/BranchGLMHelpers.cpp | 76 ++-- src/ParBranchGLMHelpers.cpp | 45 +- src/ParVariableSelection.cpp | 85 +++- tests/testthat/test-BranchGLM.R | 28 + vignettes/BranchGLM-Vignette.Rmd | 24 - 15 files changed, 779 insertions(+), 541 deletions(-)
Title: Template Engine Inspired by 'Jinja'
Description: Template engine powered by the 'inja' C++ library. Users
write a template document, using syntax inspired by the 'Jinja' Python
package, and then render the final document by passing data from R.
The template syntax supports features such as variables, loops,
conditions and inheritance.
Author: David Hall [aut, cre, cph] ,
Lars Berscheid [cph] ,
Niels Lohmann [cph]
Maintainer: David Hall <david.hall.physics@gmail.com>
Diff between jinjar versions 0.2.0 dated 2022-06-24 and 0.3.0 dated 2022-07-23
DESCRIPTION | 10 ++-- MD5 | 44 ++++++++++-------- NAMESPACE | 2 NEWS.md | 13 +++++ R/check.R | 21 +++++++- R/condition.R |only R/config.R | 28 ++++++----- R/knit.R | 2 R/loader.R | 35 ++++++++++++-- R/parse.R | 25 +++++----- R/print.R |only R/render.R | 10 ++-- README.md | 16 +++--- man/parse.Rd | 4 + man/print.Rd |only man/render.Rd | 2 src/condition.cpp |only src/condition.h |only src/template.cpp | 27 +++++++---- tests/testthat/_snaps/config.md | 76 +++++++++++++++++++++++++++++++- tests/testthat/_snaps/loader.md |only tests/testthat/_snaps/parse.md |only tests/testthat/_snaps/render.md | 95 +++++++++++++++++++++++++++++++++++++--- tests/testthat/test-config.R | 15 ++++-- tests/testthat/test-loader.R | 35 ++++++++++---- tests/testthat/test-parse.R |only tests/testthat/test-render.R | 21 +++++--- 27 files changed, 367 insertions(+), 114 deletions(-)
Title: Multivariate Menu for Radiant: Business Analytics using R and
Shiny
Description: The Radiant Multivariate menu includes interfaces for perceptual
mapping, factor analysis, cluster analysis, and conjoint analysis. The
application extends the functionality in 'radiant.data'.
Author: Vincent Nijs [aut, cre]
Maintainer: Vincent Nijs <radiant@rady.ucsd.edu>
Diff between radiant.multivariate versions 1.4.1 dated 2021-11-22 and 1.4.4 dated 2022-07-23
DESCRIPTION | 12 +- MD5 | 22 ++-- NEWS.md | 4 README.md | 10 - inst/app/init.R | 3 inst/app/tools/analysis/conjoint_ui.R | 158 +++++++++++++++++++++---------- inst/app/tools/analysis/full_factor_ui.R | 122 +++++++++++++++-------- inst/app/tools/analysis/hclus_ui.R | 96 ++++++++++++------ inst/app/tools/analysis/kclus_ui.R | 74 ++++++++++---- inst/app/tools/analysis/mds_ui.R | 59 ++++++++--- inst/app/tools/analysis/pre_factor_ui.R | 49 +++++++-- inst/app/tools/analysis/prmap_ui.R | 97 +++++++++++++------ 12 files changed, 491 insertions(+), 215 deletions(-)
More information about radiant.multivariate at CRAN
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Title: Model Menu for Radiant: Business Analytics using R and Shiny
Description: The Radiant Model menu includes interfaces for linear and logistic
regression, naive Bayes, neural networks, classification and regression trees,
model evaluation, collaborative filtering, decision analysis, and simulation.
The application extends the functionality in 'radiant.data'.
Author: Vincent Nijs [aut, cre]
Maintainer: Vincent Nijs <radiant@rady.ucsd.edu>
Diff between radiant.model versions 1.4.4 dated 2022-05-25 and 1.4.6 dated 2022-07-23
DESCRIPTION | 10 - MD5 | 50 ++--- NEWS.md | 5 R/dtree.R | 129 +++++++++----- R/logistic.R | 3 R/nn.R | 249 +++++++++++++++++++++++++++ R/regress.R | 209 ++++++++++++++--------- README.md | 2 inst/app/tools/analysis/crs_ui.R | 59 ++++-- inst/app/tools/analysis/crtree_ui.R | 109 ++++++++---- inst/app/tools/analysis/dtree_ui.R | 289 +++++++++++++++++++------------- inst/app/tools/analysis/evalbin_ui.R | 95 +++++++--- inst/app/tools/analysis/evalreg_ui.R | 47 +++-- inst/app/tools/analysis/gbt_ui.R | 155 +++++++++++------ inst/app/tools/analysis/logistic_ui.R | 137 ++++++++++----- inst/app/tools/analysis/mnl_ui.R | 129 +++++++++----- inst/app/tools/analysis/naivebayes_ui.R | 120 +++++++++---- inst/app/tools/analysis/nn_ui.R | 146 +++++++++++----- inst/app/tools/analysis/regress_ui.R | 137 ++++++++++----- inst/app/tools/analysis/rforest_ui.R | 149 +++++++++++----- inst/app/tools/analysis/simulater_ui.R | 176 ++++++++++++------- inst/app/tools/help/dtree.Rmd | 4 inst/app/tools/help/dtree.md | 4 inst/app/www/js/store.js | 24 ++ man/summary.regress.Rd | 4 man/var_check.Rd | 2 26 files changed, 1746 insertions(+), 697 deletions(-)
Title: Design Menu for Radiant: Business Analytics using R and Shiny
Description: The Radiant Design menu includes interfaces for design of
experiments, sampling, and sample size calculation. The application extends
the functionality in 'radiant.data'.
Author: Vincent Nijs [aut, cre]
Maintainer: Vincent Nijs <radiant@rady.ucsd.edu>
Diff between radiant.design versions 1.4.1 dated 2021-11-18 and 1.4.4 dated 2022-07-23
DESCRIPTION | 12 ++-- MD5 | 16 ++--- NEWS.md | 4 + README.md | 10 +-- inst/app/tools/analysis/doe_ui.R | 19 +++++- inst/app/tools/analysis/randomizer_ui.R | 35 ++++++++--- inst/app/tools/analysis/sample_size_comp_ui.R | 50 ++++++++++++---- inst/app/tools/analysis/sample_size_ui.R | 78 ++++++++++++++++++-------- inst/app/tools/analysis/sampling_ui.R | 42 ++++++++++---- 9 files changed, 189 insertions(+), 77 deletions(-)
More information about radiant.design at CRAN
Permanent link
Title: Basics Menu for Radiant: Business Analytics using R and Shiny
Description: The Radiant Basics menu includes interfaces for probability
calculation, central limit theorem simulation, comparing means and proportions,
goodness-of-fit testing, cross-tabs, and correlation. The application extends
the functionality in 'radiant.data'.
Author: Vincent Nijs [aut, cre]
Maintainer: Vincent Nijs <radiant@rady.ucsd.edu>
Diff between radiant.basics versions 1.4.1 dated 2021-11-18 and 1.4.4 dated 2022-07-23
DESCRIPTION | 10 +-- MD5 | 24 +++---- NEWS.md | 4 + README.md | 10 +-- inst/app/tools/analysis/clt_ui.R | 47 ++++++++++----- inst/app/tools/analysis/compare_means_ui.R | 67 ++++++++++++++++----- inst/app/tools/analysis/compare_props_ui.R | 64 ++++++++++++++++---- inst/app/tools/analysis/correlation_ui.R | 89 ++++++++++++++++++++--------- inst/app/tools/analysis/cross_tabs_ui.R | 19 +++++- inst/app/tools/analysis/goodness_ui.R | 56 ++++++++++++++---- inst/app/tools/analysis/prob_calc_ui.R | 19 +++++- inst/app/tools/analysis/single_mean_ui.R | 19 +++++- inst/app/tools/analysis/single_prop_ui.R | 19 +++++- 13 files changed, 335 insertions(+), 112 deletions(-)
More information about radiant.basics at CRAN
Permanent link