Mon, 25 Nov 2024

Package forestdata updated to version 0.2.1 with previous version 0.2.0 dated 2024-11-23

Title: Download Forestry Data
Description: Functions for downloading forestry and land use data for use in spatial analysis. This packages offers a user-friendly solution to quickly obtain datasets such as forest height, forest types, tree species under various climate change scenarios, or land use data among others.
Author: Adrian Cidre Gonzalez [aut, cre]
Maintainer: Adrian Cidre Gonzalez <adrian.cidre@gmail.com>

Diff between forestdata versions 0.2.0 dated 2024-11-23 and 0.2.1 dated 2024-11-25

 DESCRIPTION       |    8 ++++----
 MD5               |    8 ++++----
 NEWS.md           |    7 ++++++-
 R/canopy-height.R |    3 +--
 README.md         |    2 +-
 5 files changed, 16 insertions(+), 12 deletions(-)

More information about forestdata at CRAN
Permanent link

Package clustur updated to version 0.1.1 with previous version 0.1.0 dated 2024-11-14

Title: Clustering
Description: A tool that implements the clustering algorithms from 'mothur' (Schloss PD et al. (2009) <doi:10.1128/AEM.01541-09>). 'clustur' make use of the cluster() and make.shared() command from 'mothur'. Our cluster() function has five different algorithms implemented: 'OptiClust', 'furthest', 'nearest', 'average', and 'weighted'. 'OptiClust' is an optimized clustering method for Operational Taxonomic Units, and you can learn more here, (Westcott SL, Schloss PD (2017) <doi:10.1128/mspheredirect.00073-17>). The make.shared() command is always applied at the end of the clustering command. This functionality allows us to generate and create clustering and abundance data efficiently.
Author: Gregory Johnson [aut] , Sarah Westcott [aut], Patrick Schloss [aut, cre, cph]
Maintainer: Patrick Schloss <pschloss@umich.edu>

Diff between clustur versions 0.1.0 dated 2024-11-14 and 0.1.1 dated 2024-11-25

 DESCRIPTION            |    8 ++++----
 MD5                    |    8 ++++----
 R/cluster.R            |    2 +-
 src/ClusterCommand.cpp |    1 -
 src/main.cpp           |   10 +++++-----
 5 files changed, 14 insertions(+), 15 deletions(-)

More information about clustur at CRAN
Permanent link

Package blackmarbler updated to version 0.2.2 with previous version 0.2.0 dated 2024-04-26

Title: Black Marble Data and Statistics
Description: Geographically referenced data and statistics of nighttime lights from NASA Black Marble <https://blackmarble.gsfc.nasa.gov/>.
Author: Robert Marty [aut, cre] , Gabriel Stefanini Vicente [aut]
Maintainer: Robert Marty <rmarty@worldbank.org>

Diff between blackmarbler versions 0.2.0 dated 2024-04-26 and 0.2.2 dated 2024-11-25

 DESCRIPTION                      |    8 
 MD5                              |   21 -
 NAMESPACE                        |    2 
 R/blackmarbler.R                 |  550 ++++++++++++++++++++++-----------------
 README.md                        |   50 ++-
 man/bm_extract.Rd                |    4 
 man/bm_raster.Rd                 |    4 
 man/figures/_archive             |only
 man/figures/nasa_laads_login.png |binary
 man/figures/nasa_login_1.png     |only
 man/figures/nasa_login_2.png     |only
 man/figures/nasa_login_3.png     |only
 man/get_nasa_token.Rd            |only
 tests/testthat/test-bm_raster.R  |   64 ++--
 14 files changed, 416 insertions(+), 287 deletions(-)

More information about blackmarbler at CRAN
Permanent link

Package serp updated to version 0.2.5 with previous version 0.2.4 dated 2022-02-16

Title: Smooth Effects on Response Penalty for CLM
Description: Implements a regularization method for cumulative link models using the Smooth-Effect-on-Response Penalty (SERP). This method allows flexible modeling of ordinal data by enabling a smooth transition from a general cumulative link model to a simplified version of the same model. As the tuning parameter increases from zero to infinity, the subject-specific effects for each variable converge to a single global effect. The approach addresses common issues in cumulative link models, such as parameter unidentifiability and numerical instability, by maximizing a penalized log-likelihood instead of the standard non-penalized version. Fitting is performed using a modified Newton's method. Additionally, the package includes various model performance metrics and descriptive tools. For details on the implemented penalty method, see Ugba (2021) <doi:10.21105/joss.03705> and Ugba et al. (2021) <doi:10.3390/stats4030037>.
Author: Ejike R. Ugba [aut, cre, cph]
Maintainer: Ejike R. Ugba <ejike.ugba@outlook.com>

Diff between serp versions 0.2.4 dated 2022-02-16 and 0.2.5 dated 2024-11-25

 DESCRIPTION  |   40 ++++++-------
 MD5          |   12 ++--
 NAMESPACE    |   76 +++++++++++++-------------
 NEWS.md      |  172 +++++++++++++++++++++++++++++++++--------------------------
 R/serp.fit.R |    2 
 README.md    |    7 +-
 man/wine.Rd  |  132 ++++++++++++++++++++++-----------------------
 7 files changed, 230 insertions(+), 211 deletions(-)

More information about serp at CRAN
Permanent link

Package marginaleffects updated to version 0.24.0 with previous version 0.23.0 dated 2024-10-05

Title: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests
Description: Compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and machine learning models in R. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference. Details can be found in Arel-Bundock, Greifer, and Heiss (2024) <doi:10.18637/jss.v111.i09>.
Author: Vincent Arel-Bundock [aut, cre, cph] , Noah Greifer [ctb] , Etienne Bacher [ctb] , Grant McDermott [ctb] , Andrew Heiss [ctb]
Maintainer: Vincent Arel-Bundock <vincent.arel-bundock@umontreal.ca>

Diff between marginaleffects versions 0.23.0 dated 2024-10-05 and 0.24.0 dated 2024-11-25

 marginaleffects-0.23.0/marginaleffects/R/posterior_draws.R            |only
 marginaleffects-0.23.0/marginaleffects/man/posteriordraws.Rd          |only
 marginaleffects-0.23.0/marginaleffects/man/specify_hypothesis.Rd      |only
 marginaleffects-0.24.0/marginaleffects/DESCRIPTION                    |   43 
 marginaleffects-0.24.0/marginaleffects/MD5                            |   95 
 marginaleffects-0.24.0/marginaleffects/NAMESPACE                      |    5 
 marginaleffects-0.24.0/marginaleffects/NEWS.md                        |   25 
 marginaleffects-0.24.0/marginaleffects/R/broom.R                      |   81 
 marginaleffects-0.24.0/marginaleffects/R/by.R                         |    8 
 marginaleffects-0.24.0/marginaleffects/R/comparisons.R                |  723 +++----
 marginaleffects-0.24.0/marginaleffects/R/config.R                     |only
 marginaleffects-0.24.0/marginaleffects/R/get_coef.R                   |   20 
 marginaleffects-0.24.0/marginaleffects/R/get_contrast_data.R          |    6 
 marginaleffects-0.24.0/marginaleffects/R/get_draws.R                  |only
 marginaleffects-0.24.0/marginaleffects/R/get_hypothesis.R             |   26 
 marginaleffects-0.24.0/marginaleffects/R/get_vcov.R                   |  242 +-
 marginaleffects-0.24.0/marginaleffects/R/hypotheses.R                 |  573 ++---
 marginaleffects-0.24.0/marginaleffects/R/hypothesis_helper.R          |    2 
 marginaleffects-0.24.0/marginaleffects/R/imputation.R                 |  101 -
 marginaleffects-0.24.0/marginaleffects/R/inferences.R                 |    2 
 marginaleffects-0.24.0/marginaleffects/R/methods_glmmTMB.R            |    7 
 marginaleffects-0.24.0/marginaleffects/R/methods_lme4.R               |    7 
 marginaleffects-0.24.0/marginaleffects/R/methods_systemfit.R          |only
 marginaleffects-0.24.0/marginaleffects/R/package.R                    |  147 -
 marginaleffects-0.24.0/marginaleffects/R/plot_build.R                 |   10 
 marginaleffects-0.24.0/marginaleffects/R/plot_comparisons.R           |  241 +-
 marginaleffects-0.24.0/marginaleffects/R/plot_predictions.R           |  269 +-
 marginaleffects-0.24.0/marginaleffects/R/plot_slopes.R                |  100 -
 marginaleffects-0.24.0/marginaleffects/R/predictions.R                |  967 +++++-----
 marginaleffects-0.24.0/marginaleffects/R/print.R                      |  547 ++---
 marginaleffects-0.24.0/marginaleffects/R/sanitize_comparison.R        |   28 
 marginaleffects-0.24.0/marginaleffects/R/sanitize_newdata.R           |    3 
 marginaleffects-0.24.0/marginaleffects/R/sanitize_variables.R         |  695 +++----
 marginaleffects-0.24.0/marginaleffects/R/slopes.R                     |  271 +-
 marginaleffects-0.24.0/marginaleffects/R/utils.R                      |    5 
 marginaleffects-0.24.0/marginaleffects/R/zzz.R                        |only
 marginaleffects-0.24.0/marginaleffects/README.md                      |  176 -
 marginaleffects-0.24.0/marginaleffects/build                          |only
 marginaleffects-0.24.0/marginaleffects/inst/CITATION                  |   39 
 marginaleffects-0.24.0/marginaleffects/inst/WORDLIST                  |    9 
 marginaleffects-0.24.0/marginaleffects/man/comparisons.Rd             |   88 
 marginaleffects-0.24.0/marginaleffects/man/get_coef.Rd                |    9 
 marginaleffects-0.24.0/marginaleffects/man/get_draws.Rd               |only
 marginaleffects-0.24.0/marginaleffects/man/get_vcov.Rd                |    9 
 marginaleffects-0.24.0/marginaleffects/man/hypotheses.Rd              |   18 
 marginaleffects-0.24.0/marginaleffects/man/inferences.Rd              |    2 
 marginaleffects-0.24.0/marginaleffects/man/plot_comparisons.Rd        |    4 
 marginaleffects-0.24.0/marginaleffects/man/plot_predictions.Rd        |    4 
 marginaleffects-0.24.0/marginaleffects/man/plot_slopes.Rd             |    4 
 marginaleffects-0.24.0/marginaleffects/man/posterior_draws.Rd         |   21 
 marginaleffects-0.24.0/marginaleffects/man/predictions.Rd             |   76 
 marginaleffects-0.24.0/marginaleffects/man/sanitize_model_specific.Rd |    4 
 marginaleffects-0.24.0/marginaleffects/man/slopes.Rd                  |   77 
 53 files changed, 2903 insertions(+), 2886 deletions(-)

More information about marginaleffects at CRAN
Permanent link

Package edmcr (with last version 0.2.0) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2021-09-10 0.2.0

Permanent link
Package sdpt3r (with last version 0.3) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2019-02-11 0.3

Permanent link
Package soilassessment (with last version 0.2.6) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2023-07-08 0.2.6
2022-11-23 0.2.5
2022-09-03 0.2.4
2022-02-03 0.2.3
2022-01-18 0.2.2
2020-08-30 0.2.1
2020-01-10 0.1.1
2019-10-25 0.1.0

Permanent link
Package cycleRtools (with last version 1.1.1) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2016-01-18 1.1.1
2016-01-16 1.1.0
2015-12-01 1.0.4
2015-10-15 1.0.3
2015-10-14 1.0.2

Permanent link
Package PlaneGeometry (with last version 1.6.0) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2023-08-09 1.6.0
2023-06-24 1.5.1
2023-06-17 1.5.0
2023-05-19 1.4.0
2022-01-13 1.3.1
2021-12-23 1.3.0
2020-08-06 1.2.0
2020-02-24 1.1.0
2020-02-11 1.0.0

Permanent link
Package Epi updated to version 2.58 with previous version 2.57 dated 2024-11-16

Title: Statistical Analysis in Epidemiology
Description: Functions for demographic and epidemiological analysis in the Lexis diagram, i.e. register and cohort follow-up data. In particular representation, manipulation, rate estimation and simulation for multistate data - the Lexis suite of functions, which includes interfaces to 'mstate', 'etm' and 'cmprsk' packages. Contains functions for Age-Period-Cohort and Lee-Carter modeling and a function for interval censored data and some useful functions for tabulation and plotting, as well as a number of epidemiological data sets.
Author: Bendix Carstensen [aut, cre], Martyn Plummer [aut], Esa Laara [ctb], Michael Hills [ctb]
Maintainer: Bendix Carstensen <b@bxc.dk>

Diff between Epi versions 2.57 dated 2024-11-16 and 2.58 dated 2024-11-25

 Epi-2.57/Epi/inst/doc/flup.R        |only
 Epi-2.57/Epi/inst/doc/flup.pdf      |only
 Epi-2.57/Epi/inst/doc/flup.rnw      |only
 Epi-2.57/Epi/vignettes/flup.rnw     |only
 Epi-2.58/Epi/CHANGES                |    4 ++
 Epi-2.58/Epi/DESCRIPTION            |    8 ++---
 Epi-2.58/Epi/MD5                    |   38 ++++++++++++------------
 Epi-2.58/Epi/build/vignette.rds     |binary
 Epi-2.58/Epi/inst/doc/aaflup.R      |only
 Epi-2.58/Epi/inst/doc/aaflup.pdf    |only
 Epi-2.58/Epi/inst/doc/aaflup.rnw    |only
 Epi-2.58/Epi/inst/doc/addLexis.R    |   57 +++++++++++++++++-------------------
 Epi-2.58/Epi/inst/doc/addLexis.pdf  |binary
 Epi-2.58/Epi/inst/doc/addLexis.rnw  |    1 
 Epi-2.58/Epi/inst/doc/crisk.pdf     |binary
 Epi-2.58/Epi/inst/doc/index.html    |    6 +--
 Epi-2.58/Epi/inst/doc/simLexis.pdf  |binary
 Epi-2.58/Epi/inst/doc/yll.pdf       |binary
 Epi-2.58/Epi/man/ci.lin.Rd          |    7 ++--
 Epi-2.58/Epi/vignettes/aaflup.rnw   |only
 Epi-2.58/Epi/vignettes/addLexis.rnw |    1 
 Epi-2.58/Epi/vignettes/fixall.bat   |   26 +++++++++-------
 Epi-2.58/Epi/vignettes/mvall.bat    |    8 ++---
 Epi-2.58/Epi/vignettes/rwall.bat    |    3 +
 24 files changed, 83 insertions(+), 76 deletions(-)

More information about Epi at CRAN
Permanent link

Package bimets updated to version 4.0.3 with previous version 4.0.2 dated 2024-08-16

Title: Time Series and Econometric Modeling
Description: Time series analysis, (dis)aggregation and manipulation, e.g. time series extension, merge, projection, lag, lead, delta, moving and cumulative average and product, selection by index, date and year-period, conversion to daily, monthly, quarterly, (semi)annually. Simultaneous equation models definition, estimation, simulation and forecasting with coefficient restrictions, error autocorrelation, exogenization, add-factors, impact and interim multipliers analysis, conditional equation evaluation, rational expectations, endogenous targeting and model renormalization, structural stability, stochastic simulation and forecast, optimal control.
Author: Andrea Luciani [aut, cre] , Roberto Stok [aut], Bank of Italy [cph]
Maintainer: Andrea Luciani <andrea.luciani@bancaditalia.it>

Diff between bimets versions 4.0.2 dated 2024-08-16 and 4.0.3 dated 2024-11-25

 DESCRIPTION                   |    8 ++++----
 MD5                           |   27 ++++++++++++++-------------
 NEWS.md                       |    7 +++++++
 R/bimets_model_functions.R    |   10 +++++-----
 R/bimets_ts_functions.R       |    4 +---
 R/sysdata.rda                 |binary
 build/vignette.rds            |binary
 data/FRB__MCAP__WP__MODEL.rda |binary
 data/FRB__MODEL.rda           |binary
 data/LONGBASE.rda             |binary
 inst/doc/bimets.pdf           |binary
 inst/doc/frb2bimets.Rnw       |    4 ++--
 inst/doc/frb2bimets.pdf       |binary
 vignettes/Thumbs.db           |only
 vignettes/frb2bimets.Rnw      |    4 ++--
 15 files changed, 35 insertions(+), 29 deletions(-)

More information about bimets at CRAN
Permanent link

Package WorldMapR updated to version 1.0.1 with previous version 0.1.3 dated 2024-11-13

Title: Worldwide or Coordinates-Based Heat Maps
Description: Easily plot heat maps of the world, based on continuous or categorical data. Country labels can also be added to the map.
Author: Luigi Annicchiarico [cre, aut]
Maintainer: Luigi Annicchiarico <luigi.annic@gmail.com>

Diff between WorldMapR versions 0.1.3 dated 2024-11-13 and 1.0.1 dated 2024-11-25

 DESCRIPTION                      |    6 
 MD5                              |   34 ++---
 NAMESPACE                        |    2 
 NEWS.md                          |    8 +
 R/WorldMapR-package.R            |only
 R/geometries_data.R              |    6 
 R/globals.R                      |    1 
 R/worldplot.R                    |   49 +++++--
 R/worldplotCat.R                 |   31 ++--
 README.md                        |   11 -
 inst/doc/WorldMapR_Vignette.R    |   50 +++++--
 inst/doc/WorldMapR_Vignette.Rmd  |  103 +++++++++++-----
 inst/doc/WorldMapR_Vignette.html |  247 ++++++++++++++++++++++++---------------
 man/WorldMapR-package.Rd         |only
 man/worldplot.Rd                 |   12 +
 man/worldplotCat.Rd              |   12 +
 tests/testthat/test1.R           |   14 +-
 tests/testthat/testCat2.R        |   14 +-
 vignettes/WorldMapR_Vignette.Rmd |  103 +++++++++++-----
 19 files changed, 467 insertions(+), 236 deletions(-)

More information about WorldMapR at CRAN
Permanent link

Package sts updated to version 1.2 with previous version 1.1 dated 2024-11-06

Title: Estimation of the Structural Topic and Sentiment-Discourse Model for Text Analysis
Description: The Structural Topic and Sentiment-Discourse (STS) model allows researchers to estimate topic models with document-level metadata that determines both topic prevalence and sentiment-discourse. The sentiment-discourse is modeled as a document-level latent variable for each topic that modulates the word frequency within a topic. These latent topic sentiment-discourse variables are controlled by the document-level metadata. The STS model can be useful for regression analysis with text data in addition to topic modeling’s traditional use of descriptive analysis. The method was developed in Chen and Mankad (2024) <doi:10.1287/mnsc.2022.00261>.
Author: Shawn Mankad [aut, cre], Li Chen [aut]
Maintainer: Shawn Mankad <smankad@ncsu.edu>

Diff between sts versions 1.1 dated 2024-11-06 and 1.2 dated 2024-11-25

 DESCRIPTION                   |    8 ++++----
 MD5                           |   18 +++++++++---------
 R/heldoutLikelihood.R         |   22 ++++++++++------------
 R/sts.R                       |    2 +-
 R/topicExclusivity.R          |   14 +++++++-------
 R/topicSemanticCoherence.R    |   30 +++++++++++++++++++-----------
 man/heldoutLikelihood.Rd      |   20 +++++++-------------
 man/sts.Rd                    |    2 +-
 man/topicExclusivity.Rd       |   10 +++-------
 man/topicSemanticCoherence.Rd |   24 +++++++++++++-----------
 10 files changed, 74 insertions(+), 76 deletions(-)

More information about sts at CRAN
Permanent link

Package cpi updated to version 0.1.5 with previous version 0.1.4 dated 2022-03-03

Title: Conditional Predictive Impact
Description: A general test for conditional independence in supervised learning algorithms as proposed by Watson & Wright (2021) <doi:10.1007/s10994-021-06030-6>. Implements a conditional variable importance measure which can be applied to any supervised learning algorithm and loss function. Provides statistical inference procedures without parametric assumptions and applies equally well to continuous and categorical predictors and outcomes.
Author: Marvin N. Wright [aut, cre] , David S. Watson [aut]
Maintainer: Marvin N. Wright <cran@wrig.de>

Diff between cpi versions 0.1.4 dated 2022-03-03 and 0.1.5 dated 2024-11-25

 DESCRIPTION                      |   14 -
 MD5                              |   24 +-
 NEWS.md                          |    4 
 R/cpi.R                          |   86 +++++++---
 R/fit_learner.R                  |    4 
 README.md                        |   10 -
 build/partial.rdb                |binary
 build/vignette.rds               |binary
 inst/CITATION                    |   29 +--
 inst/doc/intro.R                 |    4 
 inst/doc/intro.html              |  317 +++++++++++++++++++--------------------
 man/cpi.Rd                       |   10 -
 tests/testthat/test-check_args.R |   12 -
 13 files changed, 281 insertions(+), 233 deletions(-)

More information about cpi at CRAN
Permanent link

Package spdep updated to version 1.3-7 with previous version 1.3-6 dated 2024-09-13

Title: Spatial Dependence: Weighting Schemes, Statistics
Description: A collection of functions to create spatial weights matrix objects from polygon 'contiguities', from point patterns by distance and tessellations, for summarizing these objects, and for permitting their use in spatial data analysis, including regional aggregation by minimum spanning tree; a collection of tests for spatial 'autocorrelation', including global 'Morans I' and 'Gearys C' proposed by 'Cliff' and 'Ord' (1973, ISBN: 0850860369) and (1981, ISBN: 0850860814), 'Hubert/Mantel' general cross product statistic, Empirical Bayes estimates and 'Assunção/Reis' (1999) <doi:10.1002/(SICI)1097-0258(19990830)18:16%3C2147::AID-SIM179%3E3.0.CO;2-I> Index, 'Getis/Ord' G ('Getis' and 'Ord' 1992) <doi:10.1111/j.1538-4632.1992.tb00261.x> and multicoloured join count statistics, 'APLE' ('Li 'et al.' ) <doi:10.1111/j.1538-4632.2007.00708.x>, local 'Moran's I', 'Gearys C' ('Anselin' 1995) <doi:10.1111/j.1538-4632.1995.tb00338.x> and 'Getis/Ord' G ('Ord' and 'Getis' 1995) < [...truncated...]
Author: Roger Bivand [cre, aut] , Micah Altman [ctb], Luc Anselin [ctb], Renato Assuncao [ctb], Anil Bera [ctb], Olaf Berke [ctb], F. Guillaume Blanchet [ctb], Marilia Carvalho [ctb], Bjarke Christensen [ctb], Yongwan Chun [ctb], Carsten Dormann [ctb], Steph [...truncated...]
Maintainer: Roger Bivand <Roger.Bivand@nhh.no>

Diff between spdep versions 1.3-6 dated 2024-09-13 and 1.3-7 dated 2024-11-25

 DESCRIPTION             |   11 -
 MD5                     |   52 ++--
 NAMESPACE               |    2 
 NEWS.md                 |   13 +
 R/licd_boots.R          |  514 +++++++++++++++++++++++++++++++++++-------------
 R/read.gwt2nb.R         |  317 ++++++++++++++++++-----------
 build/partial.rdb       |binary
 build/vignette.rds      |binary
 inst/doc/CO69.R         |  128 +++++------
 inst/doc/CO69.html      |   14 -
 inst/doc/nb.R           |  114 +++++-----
 inst/doc/nb.html        |    3 
 inst/doc/nb_sf.R        |   20 -
 inst/doc/nb_sf.Rmd      |    2 
 inst/doc/nb_sf.html     |   36 +--
 inst/doc/sids.R         |   10 
 inst/doc/sids.html      |    7 
 inst/doc/subgraphs.R    |    2 
 inst/doc/subgraphs.Rmd  |    2 
 inst/doc/subgraphs.html |   13 -
 man/hotspotmap.Rd       |    2 
 man/licd_multi.Rd       |    5 
 man/localC.Rd           |  467 -------------------------------------------
 man/read.gwt2nb.Rd      |    5 
 man/skater.Rd           |    7 
 vignettes/nb_sf.Rmd     |    2 
 vignettes/subgraphs.Rmd |    2 
 27 files changed, 812 insertions(+), 938 deletions(-)

More information about spdep at CRAN
Permanent link

Package panelvar updated to version 0.5.6 with previous version 0.5.5 dated 2023-01-05

Title: Panel Vector Autoregression
Description: We extend two general methods of moment estimators to panel vector autoregression models (PVAR) with p lags of endogenous variables, predetermined and strictly exogenous variables. This general PVAR model contains the first difference GMM estimator by Holtz-Eakin et al. (1988) <doi:10.2307/1913103>, Arellano and Bond (1991) <doi:10.2307/2297968> and the system GMM estimator by Blundell and Bond (1998) <doi:10.1016/S0304-4076(98)00009-8>. We also provide specification tests (Hansen overidentification test, lag selection criterion and stability test of the PVAR polynomial) and classical structural analysis for PVAR models such as orthogonal and generalized impulse response functions, bootstrapped confidence intervals for impulse response analysis and forecast error variance decompositions.
Author: Michael Sigmund [aut], Robert Ferstl [aut, cre]
Maintainer: Robert Ferstl <robert.ferstl@ur.de>

Diff between panelvar versions 0.5.5 dated 2023-01-05 and 0.5.6 dated 2024-11-25

 DESCRIPTION           |   10 +++++-----
 MD5                   |   16 ++++++++--------
 R/pvar-methods.R      |    4 ++--
 R/pvar.R              |   14 ++++++++++----
 R/pvarfeols-methods.R |    2 ++
 R/pvarhk-methods.R    |    2 ++
 build/partial.rdb     |binary
 inst/CITATION         |    2 +-
 man/pvargmm.Rd        |    4 ++--
 9 files changed, 32 insertions(+), 22 deletions(-)

More information about panelvar at CRAN
Permanent link

Package surveydown updated to version 0.5.0 with previous version 0.4.0 dated 2024-11-01

Title: Markdown-Based Surveys Using 'Quarto' and 'shiny'
Description: Generate surveys using markdown and R code chunks. Surveys are composed of two files: a survey.qmd 'Quarto' file defining the survey content (pages, questions, etc), and an app.R file defining a 'shiny' app with global settings (libraries, database configuration, etc.) and server configuration options (e.g., conditional skipping / display, etc.). Survey data collected from respondents is stored in a 'PostgreSQL' database. Features include controls for conditional skip logic (skip to a page based on an answer to a question), conditional display logic (display a question based on an answer to a question), a customizable progress bar, and a wide variety of question types, including multiple choice (single choice and multiple choices), select, text, numeric, multiple choice buttons, text area, and dates. Because the surveys render into a 'shiny' app, designers can also leverage the reactive capabilities of 'shiny' to create dynamic and interactive surveys.
Author: John Paul Helveston [aut, cre, cph] , Pingfan Hu [aut, cph] , Bogdan Bunea [aut, cph] , Stefan Munnes [ctb]
Maintainer: John Paul Helveston <john.helveston@gmail.com>

Diff between surveydown versions 0.4.0 dated 2024-11-01 and 0.5.0 dated 2024-11-25

 DESCRIPTION                    |   21 
 MD5                            |   39 -
 NAMESPACE                      |    1 
 NEWS.md                        |   22 
 R/config.R                     |  489 ++++++++++++++---
 R/db.R                         |   27 
 R/server.R                     | 1130 ++++++++++++++++++++++++-----------------
 R/translation.R                |only
 R/ui.R                         |  101 ++-
 R/util.R                       |  113 +++-
 README.md                      |   29 -
 inst/doc/surveydown.R          |    6 
 inst/doc/surveydown.Rmd        |   18 
 inst/doc/surveydown.html       |   34 -
 inst/js/cookies.js             |only
 man/rmdchunks/installation.Rmd |   18 
 man/sd_close.Rd                |    5 
 man/sd_create_translations.Rd  |only
 man/sd_next.Rd                 |    5 
 man/sd_redirect.Rd             |    4 
 man/sd_server.Rd               |   24 
 vignettes/surveydown.Rmd       |   18 
 22 files changed, 1426 insertions(+), 678 deletions(-)

More information about surveydown at CRAN
Permanent link

Package binomCI updated to version 1.2 with previous version 1.1 dated 2023-10-02

Title: Confidence Intervals for a Binomial Proportion
Description: Twelve confidence intervals for one binomial proportion or a vector of binomial proportions are computed. The confidence intervals are: Jeffreys, Wald, Wald corrected, Wald, Blyth and Still, Agresti and Coull, Wilson, Score, Score corrected, Wald logit, Wald logit corrected, Arcsine and Exact binomial. References include, among others: Vollset, S. E. (1993). "Confidence intervals for a binomial proportion". Statistics in Medicine, 12(9): 809-824. <doi:10.1002/sim.4780120902>.
Author: Michail Tsagris [aut, cre]
Maintainer: Michail Tsagris <mtsagris@uoc.gr>

Diff between binomCI versions 1.1 dated 2023-10-02 and 1.2 dated 2024-11-25

 DESCRIPTION            |    9 +++++----
 MD5                    |    4 ++--
 man/binomCI-package.Rd |    4 ++--
 3 files changed, 9 insertions(+), 8 deletions(-)

More information about binomCI at CRAN
Permanent link

New package scatterbar with initial version 0.1.0
Package: scatterbar
Title: Scattered Stacked Bar Chart Plots
Version: 0.1.0
Imports: magrittr, dplyr, tidyr, ggplot2
URL: https://github.com/JEFworks-Lab/scatterbar, http://jef.works/scatterbar/
BugReports: https://github.com/JEFworks-Lab/scatterbar/issues
Description: Provides a powerful and flexible tool for visualizing proportional data across spatially resolved contexts. By combining the concepts of scatter plots and stacked bar charts, 'scatterbar' allows users to create scattered bar chart plots, which effectively display the proportions of different categories at each (x, y) location. This visualization is particularly useful for applications where understanding the distribution of categories across spatial coordinates is essential. This package features automatic determination of optimal scaling factors based on data, customizable scaling and padding options for both x and y axes, flexibility to specify custom colors for each category, options to customize the legend title, and integration with 'ggplot2' for robust and high-quality visualizations. For more details, see Velazquez et al. (2024) <doi:10.1101/2024.08.14.606810>.
License: GPL-3
Encoding: UTF-8
LazyData: FALSE
Depends: R (>= 3.5.0)
Suggests: knitr, rmarkdown, patchwork
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2024-11-22 22:47:37 UTC; deev
Author: Dee Velazquez [aut, cre] , Jean Fan [aut, rev]
Maintainer: Dee Velazquez <dvelazq5@jhu.edu>
Repository: CRAN
Date/Publication: 2024-11-25 11:50:02 UTC

More information about scatterbar at CRAN
Permanent link

Package prais updated to version 1.1.3 with previous version 1.1.2 dated 2021-11-01

Title: Prais-Winsten Estimator for AR(1) Serial Correlation
Description: The Prais-Winsten estimator (Prais & Winsten, 1954) takes into account AR(1) serial correlation of the errors in a linear regression model. The procedure recursively estimates the coefficients and the error autocorrelation of the specified model until sufficient convergence of the AR(1) coefficient is attained.
Author: Franz X. Mohr [aut, cre]
Maintainer: Franz X. Mohr <franz.x.mohr@outlook.com>

Diff between prais versions 1.1.2 dated 2021-11-01 and 1.1.3 dated 2024-11-25

 prais-1.1.2/prais/R/zzz.R              |only
 prais-1.1.3/prais/DESCRIPTION          |   26 +++++++++++++++-----------
 prais-1.1.3/prais/MD5                  |   17 +++++++++++------
 prais-1.1.3/prais/NAMESPACE            |    1 -
 prais-1.1.3/prais/NEWS.md              |    5 +++++
 prais-1.1.3/prais/R/data.R             |only
 prais-1.1.3/prais/R/prais-package.R    |only
 prais-1.1.3/prais/R/prais_winsten.R    |    3 +++
 prais-1.1.3/prais/R/pw_transform.R     |    2 +-
 prais-1.1.3/prais/build                |only
 prais-1.1.3/prais/data                 |only
 prais-1.1.3/prais/man/barium.Rd        |only
 prais-1.1.3/prais/man/prais-package.Rd |only
 13 files changed, 35 insertions(+), 19 deletions(-)

More information about prais at CRAN
Permanent link

New package MaxWiK with initial version 1.0.5
Package: MaxWiK
Title: Machine Learning Method Based on Isolation Kernel Mean Embedding
Version: 1.0.5
Description: Incorporates Approximate Bayesian Computation to get a posterior distribution and to select a model optimal parameter for an observation point. Additionally, the meta-sampling heuristic algorithm is realized for parameter estimation, which requires no model runs and is dimension-independent. A sampling scheme is also presented that allows model runs and uses the meta-sampling for point generation. A predictor is realized as the meta-sampling for the model output. All the algorithms leverage a machine learning method utilizing the maxima weighted Isolation Kernel approach, or 'MaxWiK'. The method involves transforming raw data to a Hilbert space (mapping) and measuring the similarity between simulated points and the maxima weighted Isolation Kernel mapping corresponding to the observation point. Comprehensive details of the methodology can be found in the papers Iurii Nagornov (2024) <doi:10.1007/978-3-031-66431-1_16> and Iurii Nagornov (2023) <doi:10.1007/978-3-031-29168-5_18& [...truncated...]
License: GPL (>= 3)
Depends: R (>= 3.3.0)
Imports: methods, stats, utils, scales, parallel, abc, ggplot2
Suggests: rmarkdown, knitr
Encoding: UTF-8
VignetteBuilder: knitr
LazyData: true
NeedsCompilation: no
Packaged: 2024-11-22 22:13:56 UTC; nagornov
Author: Yuri Nagornov [aut, cre, cph]
Maintainer: Yuri Nagornov <nagornov.yuri@gmail.com>
Repository: CRAN
Date/Publication: 2024-11-25 11:40:13 UTC

More information about MaxWiK at CRAN
Permanent link

Package healthequal updated to version 1.0.1 with previous version 1.0.0 dated 2024-05-02

Title: Compute Summary Measures of Health Inequality
Description: Compute 21 summary measures of health inequality and its corresponding confidence intervals for ordered and non-ordered dimensions using disaggregated data. Measures for ordered dimensions (e.g., Slope Index of Inequality, Absolute Concentration Index) also accept individual and survey data.
Author: Daniel A. Antiporta [aut] , Patricia Menendez [aut] , Katherine Kirkby [aut, cre] , Ahmad Hosseinpoor [aut] , World Health Organization [cph]
Maintainer: Katherine Kirkby <kirkbyk@who.int>

Diff between healthequal versions 1.0.0 dated 2024-05-02 and 1.0.1 dated 2024-11-25

 DESCRIPTION                            |    6 
 MD5                                    |  134 ++++----
 NEWS.md                                |   25 +
 R/aci.R                                |  397 ++++++++++++------------
 R/bgsd.R                               |  214 +++++++-----
 R/bgv.R                                |  125 +++----
 R/covar.R                              |  226 ++++++++-----
 R/d.R                                  |  218 +++++++------
 R/idisu.R                              |  240 ++++++++------
 R/idisw.R                              |  209 +++++++-----
 R/mdbu.R                               |  227 ++++++++-----
 R/mdbw.R                               |  229 ++++++++-----
 R/mdmu.R                               |  250 ++++++++-------
 R/mdmw.R                               |  208 +++++++-----
 R/mdru.R                               |  244 ++++++++------
 R/mdrw.R                               |  245 ++++++++------
 R/mld.R                                |  141 ++++----
 R/paf.R                                |  234 ++++++++------
 R/parisk.R                             |  249 ++++++++-------
 R/r.R                                  |  229 +++++++------
 R/rci.R                                |  332 ++++++++++----------
 R/rii.R                                |  544 +++++++++++++++++----------------
 R/sii.R                                |  370 ++++++++++++----------
 R/ti.R                                 |  145 ++++----
 README.md                              |   27 -
 build/vignette.rds                     |binary
 data/IndividualSample.rda              |binary
 data/NonorderedSample.rda              |binary
 data/NonorderedSampleMultipleind.rda   |binary
 inst/doc/healthequal-package-demo.R    |   65 +--
 inst/doc/healthequal-package-demo.Rmd  |   71 +---
 inst/doc/healthequal-package-demo.html |  192 +++++------
 man/aci.Rd                             |   79 ++--
 man/bgsd.Rd                            |   82 +++-
 man/bgv.Rd                             |   58 +--
 man/covar.Rd                           |   95 +++--
 man/d.Rd                               |   92 +++--
 man/idisu.Rd                           |   87 ++---
 man/idisw.Rd                           |   85 +++--
 man/mdbu.Rd                            |   94 +++--
 man/mdbw.Rd                            |   95 +++--
 man/mdmu.Rd                            |   96 +++--
 man/mdmw.Rd                            |   88 +++--
 man/mdru.Rd                            |   79 ++--
 man/mdrw.Rd                            |   85 ++---
 man/mld.Rd                             |   67 ++--
 man/paf.Rd                             |  135 ++++----
 man/parisk.Rd                          |  121 +++----
 man/r.Rd                               |   96 +++--
 man/rci.Rd                             |  110 +++---
 man/rii.Rd                             |  124 +++----
 man/sii.Rd                             |  109 +++---
 man/ti.Rd                              |   69 ++--
 tests/testthat/test-idisu.R            |    6 
 tests/testthat/test-idisw.R            |   10 
 tests/testthat/test-mdbu.R             |    3 
 tests/testthat/test-mdbw.R             |    3 
 tests/testthat/test-mdru.R             |    3 
 tests/testthat/test-mdrw.R             |    3 
 tests/testthat/test-mld.R              |    2 
 tests/testthat/test-paf-nonordered.R   |    4 
 tests/testthat/test-paf.R              |    2 
 tests/testthat/test-par-nonordered.R   |    4 
 tests/testthat/test-parisk.R           |    2 
 tests/testthat/test-rci.R              |    2 
 tests/testthat/test-rii.R              |    2 
 tests/testthat/test-sii.R              |    4 
 vignettes/healthequal-package-demo.Rmd |   71 +---
 68 files changed, 4358 insertions(+), 3505 deletions(-)

More information about healthequal at CRAN
Permanent link

Package espadon updated to version 1.9.0 with previous version 1.8.0 dated 2024-09-26

Title: Easy Study of Patient DICOM Data in Oncology
Description: Exploitation, processing and 2D-3D visualization of DICOM-RT files (structures, dosimetry, imagery) for medical physics and clinical research, in a patient-oriented perspective.
Author: Cathy Fontbonne [aut, cre] , Jean-Marc Fontbonne [aut] , Nathan Azemar [ctb]
Maintainer: Cathy Fontbonne <contact.espadon@lpccaen.in2p3.fr>

Diff between espadon versions 1.8.0 dated 2024-09-26 and 1.9.0 dated 2024-11-25

 DESCRIPTION                    |    6 
 MD5                            |   38 ++-
 NAMESPACE                      |    1 
 R/bin_shape.R                  |  178 ++++++++++++------
 R/espadon_hidden.R             |    2 
 R/export.R                     |    6 
 R/obj_create.R                 |    2 
 R/struct_create.R              |only
 R/struct_from_mesh.R           |    2 
 R/vol_copy.R                   |    1 
 build/partial.rdb              |binary
 build/stage23.rdb              |binary
 build/vignette.rds             |binary
 inst/doc/espadon_overview.R    |  404 ++++++++++++++++++++---------------------
 inst/doc/espadon_overview.html |    4 
 man/bin.cuboid.Rd              |   65 ++----
 man/obj.create.Rd              |    3 
 man/struct.create.Rd           |only
 man/struct.from.mesh.Rd        |    3 
 man/vol.copy.Rd                |    3 
 src/getvaluefromijkC.cpp       |   22 ++
 21 files changed, 413 insertions(+), 327 deletions(-)

More information about espadon at CRAN
Permanent link

New package ecostate with initial version 0.2.0
Package: ecostate
Title: State-Space Mass-Balance Model for Marine Ecosystems
Version: 0.2.0
Date: 2024-11-15
Maintainer: James T. Thorson <James.Thorson@noaa.gov>
Description: Fits a state-space mass-balance model for marine ecosystems, which implements dynamics derived from 'Ecopath with Ecosim' <https://ecopath.org/> while fitting to time-series of fishery catch, biomass indices, age-composition samples, and weight-at-age data. Package 'ecostate' fits biological parameters (e.g., equilibrium mass) and measurement parameters (e.g., catchability coefficients) jointly with residual variation in process errors, and can include Bayesian priors for parameters.
License: GPL-3
Depends: R (>= 4.1.0), RTMB (>= 1.5.0),
Imports: TMB, MASS, checkmate, ggplot2, ggnetwork, igraph
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
LazyData: true
URL: https://james-thorson-noaa.github.io/ecostate/
BugReports: https://github.com/James-Thorson-NOAA/ecostate/issues
NeedsCompilation: no
Packaged: 2024-11-22 15:10:37 UTC; James.Thorson
Author: James T. Thorson [aut, cre]
Repository: CRAN
Date/Publication: 2024-11-25 11:50:14 UTC

More information about ecostate at CRAN
Permanent link

New package ClinTrialPredict with initial version 0.0.4
Package: ClinTrialPredict
Title: Predicting and Simulating Clinical Trial with Time-to-Event Endpoint
Version: 0.0.4
Description: Predict the course of clinical trial with a time-to-event endpoint for both two-arm and single-arm design. Each of the four primary study design parameters (the expected number of observed events, the number of subjects enrolled, the observation time, and the censoring parameter) can be derived analytically given the other three parameters. And the simulation datasets can be generated based on the design settings.
License: MIT + file LICENSE
Encoding: UTF-8
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), R.rsp
VignetteBuilder: R.rsp
NeedsCompilation: no
Packaged: 2024-11-22 14:58:20 UTC; YDing29
Author: Yang Ding [aut, cre]
Maintainer: Yang Ding <tomding.biostat@gmail.com>
Repository: CRAN
Date/Publication: 2024-11-25 11:40:18 UTC

More information about ClinTrialPredict at CRAN
Permanent link

New package Blend with initial version 0.1.0
Package: Blend
Title: Bayesian Longitudinal Regularized Semiparametric Quantile Mixed Models
Version: 0.1.0
Date: 2024-11-21
Description: Our recently developed fully Bayesian semiparametric quantile mixed-effect model for high-dimensional longitudinal studies with heterogeneous observations can be implemented through this package. This model can distinguish between time-varying interactions and constant-effect-only cases to avoid model misspecifications. Facilitated by spike-and-slab priors, this model leads to superior performance in estimation, identification and statistical inference. In particular, robust Bayesian inferences in terms of valid Bayesian credible intervals on both parametric and nonparametric effects can be validated on finite samples. The Markov chain Monte Carlo algorithms of the proposed and alternative models are efficiently implemented in 'C++'.
Depends: R (>= 4.2.0)
License: GPL-2
Encoding: UTF-8
URL: https://github.com/kunfa/Blend
LinkingTo: Rcpp, RcppArmadillo
Imports: Rcpp, splines, stats, ggplot2
NeedsCompilation: yes
Packaged: 2024-11-22 16:32:46 UTC; kunfan
Author: Kun Fan [aut, cre], Cen Wu [aut]
Maintainer: Kun Fan <kfan@ksu.edu>
Repository: CRAN
Date/Publication: 2024-11-25 11:40:22 UTC

More information about Blend at CRAN
Permanent link

Package GenoPop updated to version 1.0.0 with previous version 0.9.3 dated 2024-09-11

Title: Genotype Imputation and Population Genomics Efficiently from Variant Call Formatted (VCF) Files
Description: Tools for efficient processing of large, whole genome genotype data sets in variant call format (VCF). It includes several functions to calculate commonly used population genomic metrics and a method for reference panel free genotype imputation, which is described in the preprint Gurke & Mayer (2024) <doi:10.22541/au.172515591.10119928/v1>.
Author: Marie Gurke [aut, cre]
Maintainer: Marie Gurke <margurke@gmail.com>

Diff between GenoPop versions 0.9.3 dated 2024-09-11 and 1.0.0 dated 2024-11-25

 DESCRIPTION            |    8 ++++----
 MD5                    |   16 ++++++++--------
 R/convert_gt_data.R    |    7 +++++--
 R/pop_genomics.R       |   21 ++++++++++-----------
 README.md              |   29 -----------------------------
 man/Dxy.Rd             |    4 ++--
 man/Pi.Rd              |    4 ++--
 man/TajimasD.Rd        |    4 ++--
 man/WattersonsTheta.Rd |    4 ++--
 9 files changed, 35 insertions(+), 62 deletions(-)

More information about GenoPop at CRAN
Permanent link

Package sdsfun updated to version 0.5.0 with previous version 0.4.3 dated 2024-11-15

Title: Spatial Data Science Complementary Features
Description: Wrapping and supplementing commonly used functions in the R ecosystem related to spatial data science, while serving as a basis for other packages maintained by Wenbo Lv.
Author: Wenbo Lv [aut, cre, cph]
Maintainer: Wenbo Lv <lyu.geosocial@gmail.com>

Diff between sdsfun versions 0.4.3 dated 2024-11-15 and 0.5.0 dated 2024-11-25

 DESCRIPTION                 |    8 
 MD5                         |   52 ++---
 NAMESPACE                   |    3 
 NEWS.md                     |  146 +++++++-------
 R/RcppExports.R             |    8 
 R/sf_helpers.R              |  387 +++++++++++++++++++++-----------------
 R/spdep_helpers.R           |  437 +++++++++++++++++++++-----------------------
 R/spvar.R                   |   22 ++
 R/stratification.R          |only
 R/utils.R                   |    6 
 R/vector_toolkits.R         |   46 ----
 man/discretize_vector.Rd    |    2 
 man/formula_varname.Rd      |    6 
 man/hclustgeo_disc.Rd       |only
 man/sf_coordinates.Rd       |    3 
 man/sf_distance_matrix.Rd   |    3 
 man/sf_geometry_name.Rd     |    3 
 man/sf_geometry_type.Rd     |    3 
 man/sf_gk_proj_cgcs2000.Rd  |only
 man/sf_utm_proj_wgs84.Rd    |    6 
 man/sf_voronoi_diagram.Rd   |    3 
 man/spade_psd.Rd            |only
 man/spdep_contiguity_swm.Rd |    4 
 man/spdep_distance_swm.Rd   |    4 
 man/spdep_lmtest.Rd         |    4 
 man/spdep_nb.Rd             |    4 
 man/spdep_skater.Rd         |    3 
 src/HClustGeo.cpp           |only
 src/RcppExports.cpp         |   30 +++
 src/SPADE_PSD.cpp           |only
 30 files changed, 618 insertions(+), 575 deletions(-)

More information about sdsfun at CRAN
Permanent link

Package mlr3batchmark updated to version 0.2.0 with previous version 0.1.1 dated 2023-11-17

Title: Batch Experiments for 'mlr3'
Description: Extends the 'mlr3' package with a connector to the package 'batchtools'. This allows to run large-scale benchmark experiments on scheduled high-performance computing clusters.
Author: Marc Becker [cre, aut] , Michel Lang [aut] , Toby Hocking [ctb]
Maintainer: Marc Becker <marcbecker@posteo.de>

Diff between mlr3batchmark versions 0.1.1 dated 2023-11-17 and 0.2.0 dated 2024-11-25

 DESCRIPTION                                  |   19 +++++---
 MD5                                          |   23 +++++-----
 NEWS.md                                      |   10 ++++
 R/assertions.R                               |only
 R/batchmark.R                                |   49 +++++++++++++++++-----
 R/reduceResultsBatchmark.R                   |   25 +++++++++--
 R/worker.R                                   |   11 ++++-
 R/zzz.R                                      |    5 ++
 man/batchmark.Rd                             |   13 +++++
 man/mlr3batchmark-package.Rd                 |    5 ++
 man/reduceResultsBatchmark.Rd                |   16 +++++--
 tests/testthat/test_batchmark.R              |   59 +++++++++++++++++++++++++++
 tests/testthat/test_reduceResultsBatchmark.R |   29 ++++++++++++-
 13 files changed, 223 insertions(+), 41 deletions(-)

More information about mlr3batchmark at CRAN
Permanent link

Package hockeystick updated to version 0.8.5 with previous version 0.8.4 dated 2024-03-10

Title: Download and Visualize Essential Climate Change Data
Description: Provides easy access to essential climate change datasets to non-climate experts. Users can download the latest raw data from authoritative sources and view it via pre-defined 'ggplot2' charts. Datasets include atmospheric CO2, methane, emissions, instrumental and proxy temperature records, sea levels, Arctic/Antarctic sea-ice, Hurricanes, and Paleoclimate data. Sources include: NOAA Mauna Loa Laboratory <https://gml.noaa.gov/ccgg/trends/data.html>, Global Carbon Project <https://www.globalcarbonproject.org/carbonbudget/>, NASA GISTEMP <https://data.giss.nasa.gov/gistemp/>, National Snow and Sea Ice Data Center <https://nsidc.org/home>, CSIRO <https://research.csiro.au/slrwavescoast/sea-level/measurements-and-data/sea-level-data/>, NOAA Laboratory for Satellite Altimetry <https://www.star.nesdis.noaa.gov/socd/lsa/SeaLevelRise/> and HURDAT Atlantic Hurricane Database <https://www.aoml.noaa.gov/hrd/hurdat/Data_Storm.html>, Vostok Paleo carbon dio [...truncated...]
Author: Hernando Cortina [aut, cre]
Maintainer: Hernando Cortina <hch@alum.mit.edu>

Diff between hockeystick versions 0.8.4 dated 2024-03-10 and 0.8.5 dated 2024-11-25

 DESCRIPTION                           |    8 
 LICENSE                               |    4 
 MD5                                   |  118 ++---
 NAMESPACE                             |  156 +++----
 NEWS.md                               |  155 +++----
 R/2kyears_temp.R                      |  258 ++++++------
 R/carbon.R                            |    4 
 R/daily_temp.R                        |  692 +++++++++++++++++++---------------
 R/emissions.R                         |  448 +++++++++++-----------
 R/extra_viz.R                         |  476 ++++++++++++++---------
 R/globalvars.R                        |   10 
 R/hurricanes.R                        |  364 ++++++++---------
 R/icecurves.R                         |  320 +++++++--------
 R/instrumental_temp.R                 |  500 ++++++++++++------------
 R/methane.R                           |  254 ++++++------
 R/paleo.R                             |  276 ++++++-------
 R/seaice.R                            |  280 ++++++-------
 R/zzz.R                               |   10 
 README.md                             |  584 ++++++++++++++--------------
 build/partial.rdb                     |binary
 inst/WORDLIST                         |    2 
 man/emissions_map.Rd                  |   98 ++--
 man/figures/README-carbon-1.png       |binary
 man/figures/README-dailytemp-1.png    |binary
 man/figures/README-emissions-1.png    |binary
 man/figures/README-emissions-2.png    |binary
 man/figures/README-emissionsmap-1.png |binary
 man/figures/README-hurricanes-1.png   |binary
 man/figures/README-hurricanes-2.png   |binary
 man/figures/README-icecurves-1.png    |binary
 man/figures/README-methane-1.png      |binary
 man/figures/README-si-1.png           |binary
 man/figures/README-stripes-1.png      |binary
 man/figures/README-stripes2-1.png     |binary
 man/figures/README-temp-1.png         |binary
 man/figures/README-tempcarbon-1.png   |only
 man/get_dailytemp.Rd                  |  140 +++---
 man/get_dailytempcop.Rd               |only
 man/get_emissions.Rd                  |   96 ++--
 man/get_icecurves.Rd                  |    2 
 man/get_paleo.Rd                      |  102 ++---
 man/get_seaice.Rd                     |    2 
 man/get_temp2k.Rd                     |    2 
 man/hockeystick-package.Rd            |   52 +-
 man/merge_carbontemp.Rd               |only
 man/plot_carbon.Rd                    |   86 ++--
 man/plot_carbontemp.Rd                |only
 man/plot_dailytemp.Rd                 |  121 +++--
 man/plot_emissions.Rd                 |  136 +++---
 man/plot_emissions_with_land.Rd       |  126 +++---
 man/plot_hurricane_nrg.Rd             |   86 ++--
 man/plot_hurricanes.Rd                |   88 ++--
 man/plot_icecurves.Rd                 |   84 ++--
 man/plot_methane.Rd                   |   86 ++--
 man/plot_paleo.Rd                     |   90 ++--
 man/plot_seaice.Rd                    |   86 ++--
 man/plot_sealevel.Rd                  |   82 ++--
 man/plot_temp.Rd                      |   82 ++--
 man/plot_temp2k.Rd                    |  100 ++--
 man/plot_temp_monthly.Rd              |   82 ++--
 man/plot_temp_scatter.Rd              |   91 ++--
 tests/spelling.R                      |    6 
 62 files changed, 3528 insertions(+), 3317 deletions(-)

More information about hockeystick at CRAN
Permanent link

Package eva3dm updated to version 0.99.1 with previous version 0.99 dated 2024-11-21

Title: Evaluation of 3D Meteorological and Air Quality Models
Description: Provides tools for post-process, evaluate and visualize results from 3d Meteorological and Air Quality models against point observations (i.e. surface stations) and grid (i.e. satellite) observations.
Author: Daniel Schuch [aut, cre]
Maintainer: Daniel Schuch <underschuch@gmail.com>

Diff between eva3dm versions 0.99 dated 2024-11-21 and 0.99.1 dated 2024-11-25

 DESCRIPTION                 |    8 ++++----
 MD5                         |   14 +++++++-------
 NEWS.md                     |   19 +++++++++++--------
 R/cate.R                    |    3 ++-
 R/extract_mean.R            |    4 ++--
 man/cate.Rd                 |    2 +-
 tests/testthat/test-rast.R  |    9 +++++++--
 tests/testthat/test-utils.R |   10 ++++++++--
 8 files changed, 42 insertions(+), 27 deletions(-)

More information about eva3dm at CRAN
Permanent link

Package dm updated to version 1.0.11 with previous version 1.0.10 dated 2024-01-21

Title: Relational Data Models
Description: Provides tools for working with multiple related tables, stored as data frames or in a relational database. Multiple tables (data and metadata) are stored in a compound object, which can then be manipulated with a pipe-friendly syntax.
Author: Tobias Schieferdecker [aut], Kirill Mueller [aut, cre] , Antoine Fabri [ctb], Darko Bergant [aut], Katharina Brunner [ctb], James Wondrasek [ctb], Indrajeet Patil [ctb] , Maelle Salmon [ctb] , energie360 AG [fnd], cynkra GmbH [fnd, cph]
Maintainer: Kirill Mueller <kirill@cynkra.com>

Diff between dm versions 1.0.10 dated 2024-01-21 and 1.0.11 dated 2024-11-25

 DESCRIPTION                        |   26 +--
 MD5                                |  216 +++++++++++++++---------------
 NEWS.md                            |   25 +++
 R/build_copy_queries.R             |    2 
 R/db-helpers.R                     |   19 ++
 R/db-interface.R                   |    8 -
 R/dm_from_con.R                    |   10 -
 R/dm_sql.R                         |    4 
 R/draw-dm.R                        |    2 
 R/financial-db-con.R               |    8 -
 R/financial.R                      |    2 
 R/learn.R                          |    2 
 R/meta.R                           |   11 +
 R/mssql.R                          |    2 
 R/schema.R                         |    4 
 R/select.R                         |   11 -
 R/validate.R                       |    2 
 R/zzx-deprecated.R                 |    3 
 README.md                          |  263 ++++++++++++++++++++++---------------
 build/vignette.rds                 |binary
 demo/milano.R                      |    4 
 demo/neuchatel.R                   |    4 
 inst/cheatsheet.css                |   41 ++---
 inst/doc/dm.R                      |  126 ++++++++---------
 inst/doc/dm.Rmd                    |    4 
 inst/doc/dm.html                   |   12 -
 inst/doc/howto-dm-copy.R           |  196 +++++++++++++--------------
 inst/doc/howto-dm-copy.Rmd         |    2 
 inst/doc/howto-dm-copy.html        |   10 -
 inst/doc/howto-dm-db.R             |  230 ++++++++++++++++----------------
 inst/doc/howto-dm-db.Rmd           |   14 -
 inst/doc/howto-dm-db.html          |   22 +--
 inst/doc/howto-dm-df.R             |  116 ++++++++--------
 inst/doc/howto-dm-df.html          |    8 -
 inst/doc/howto-dm-rows.R           |  186 +++++++++++++-------------
 inst/doc/howto-dm-rows.html        |    8 -
 inst/doc/howto-dm-theory.R         |   96 ++++++-------
 inst/doc/howto-dm-theory.html      |    8 -
 inst/doc/tech-dm-cdm.R             |   12 -
 inst/doc/tech-dm-cdm.html          |    8 -
 inst/doc/tech-dm-class.R           |  144 ++++++++++----------
 inst/doc/tech-dm-class.html        |    8 -
 inst/doc/tech-dm-draw.R            |   50 +++----
 inst/doc/tech-dm-draw.html         |    8 -
 inst/doc/tech-dm-filter.R          |  100 +++++++-------
 inst/doc/tech-dm-filter.html       |    8 -
 inst/doc/tech-dm-join.R            |   70 ++++-----
 inst/doc/tech-dm-join.html         |    8 -
 inst/doc/tech-dm-keyed.R           |  224 +++++++++++++++----------------
 inst/doc/tech-dm-keyed.html        |    4 
 inst/doc/tech-dm-low-level.R       |  108 ++++++++-------
 inst/doc/tech-dm-low-level.html    |    8 -
 inst/doc/tech-dm-zoom.R            |  218 +++++++++++++++---------------
 inst/doc/tech-dm-zoom.html         |    4 
 man/copy_dm_to.Rd                  |    8 -
 man/db_schema_drop.Rd              |    2 
 man/deprecated.Rd                  |    5 
 man/dm.Rd                          |    4 
 man/dm_add_fk.Rd                   |    2 
 man/dm_add_pk.Rd                   |    2 
 man/dm_add_uk.Rd                   |    2 
 man/dm_deconstruct.Rd              |    2 
 man/dm_disambiguate_cols.Rd        |    2 
 man/dm_draw.Rd                     |    2 
 man/dm_enum_fk_candidates.Rd       |    2 
 man/dm_enum_pk_candidates.Rd       |    4 
 man/dm_examine_cardinalities.Rd    |    4 
 man/dm_examine_constraints.Rd      |    4 
 man/dm_filter.Rd                   |    2 
 man/dm_financial.Rd                |    4 
 man/dm_flatten_to_tbl.Rd           |    2 
 man/dm_from_con.Rd                 |   14 -
 man/dm_from_src.Rd                 |    6 
 man/dm_get_all_fks.Rd              |    2 
 man/dm_get_all_pks.Rd              |    2 
 man/dm_get_all_uks.Rd              |    2 
 man/dm_get_con.Rd                  |    2 
 man/dm_has_pk.Rd                   |    2 
 man/dm_mutate_tbl.Rd               |    2 
 man/dm_nrow.Rd                     |    2 
 man/dm_nycflights13.Rd             |    2 
 man/dm_paste.Rd                    |    2 
 man/dm_pixarfilms.Rd               |    2 
 man/dm_ptype.Rd                    |    2 
 man/dm_rename.Rd                   |   10 -
 man/dm_rm_fk.Rd                    |    2 
 man/dm_rm_pk.Rd                    |    2 
 man/dm_select.Rd                   |   10 -
 man/dm_select_tbl.Rd               |    4 
 man/dm_set_colors.Rd               |    4 
 man/dm_set_table_description.Rd    |    2 
 man/dm_sql.Rd                      |    2 
 man/dm_zoom_to.Rd                  |    4 
 man/dplyr_join.Rd                  |    2 
 man/dplyr_table_manipulation.Rd    |    2 
 man/json_nest.Rd                   |    2 
 man/json_pack.Rd                   |    2 
 man/materialize.Rd                 |    2 
 man/pull_tbl.Rd                    |    2 
 man/rows-dm.Rd                     |    2 
 man/tidyr_table_manipulation.Rd    |    2 
 man/utils_table_manipulation.Rd    |    2 
 tests/testthat/helper-src.R        |    2 
 tests/testthat/test-db-interface.R |   17 --
 tests/testthat/test-learn.R        |    5 
 tests/testthat/test_dm_from_con.R  |    2 
 vignettes/dm.Rmd                   |    4 
 vignettes/howto-dm-copy.Rmd        |    2 
 vignettes/howto-dm-db.Rmd          |   14 -
 109 files changed, 1504 insertions(+), 1384 deletions(-)

More information about dm at CRAN
Permanent link

Package BEKKs updated to version 1.4.5 with previous version 1.4.4 dated 2024-01-14

Title: Multivariate Conditional Volatility Modelling and Forecasting
Description: Methods and tools for estimating, simulating and forecasting of so-called BEKK-models (named after Baba, Engle, Kraft and Kroner) based on the fast Berndt–Hall–Hall–Hausman (BHHH) algorithm described in Hafner and Herwartz (2008) <doi:10.1007/s00184-007-0130-y>. For an overview, we refer the reader to Fülle et al. (2024) <doi:10.18637/jss.v111.i04>.
Author: Markus J. Fuelle [aut, cre], Alexander Lange [aut], Christian M. Hafner [aut], Helmut Herwartz [aut]
Maintainer: Markus J. Fuelle <markus.fuelle@gmail.com>

Diff between BEKKs versions 1.4.4 dated 2024-01-14 and 1.4.5 dated 2024-11-25

 BEKKs-1.4.4/BEKKs/build/BEKKs.pdf                              |only
 BEKKs-1.4.5/BEKKs/DESCRIPTION                                  |   14 
 BEKKs-1.4.5/BEKKs/LICENSE                                      |    4 
 BEKKs-1.4.5/BEKKs/MD5                                          |  127 
 BEKKs-1.4.5/BEKKs/NAMESPACE                                    |  136 
 BEKKs-1.4.5/BEKKs/R/BEKKs.R                                    |   92 
 BEKKs-1.4.5/BEKKs/R/Portmanteau_test.R                         |  158 
 BEKKs-1.4.5/BEKKs/R/RcppExports.R                              |  494 +-
 BEKKs-1.4.5/BEKKs/R/VaR.R                                      |  664 +--
 BEKKs-1.4.5/BEKKs/R/backtest.R                                 |  430 +-
 BEKKs-1.4.5/BEKKs/R/bekk_fit.R                                 | 1843 ++++----
 BEKKs-1.4.5/BEKKs/R/bekk_fit_methods.R                         |  418 +-
 BEKKs-1.4.5/BEKKs/R/bekk_forecast.R                            | 2064 +++++-----
 BEKKs-1.4.5/BEKKs/R/bekk_functions.R                           |  383 -
 BEKKs-1.4.5/BEKKs/R/bekk_mc_eval.R                             |   90 
 BEKKs-1.4.5/BEKKs/R/bekk_sim.R                                 |  304 -
 BEKKs-1.4.5/BEKKs/R/bekk_spec.R                                |  190 
 BEKKs-1.4.5/BEKKs/R/bekk_starting_values.R                     |  812 +--
 BEKKs-1.4.5/BEKKs/R/extract_csd.R                              |   32 
 BEKKs-1.4.5/BEKKs/R/matrix_stuff.R                             |  198 
 BEKKs-1.4.5/BEKKs/R/plot.backtest.R                            |  172 
 BEKKs-1.4.5/BEKKs/R/plot.bekk.R                                |  150 
 BEKKs-1.4.5/BEKKs/R/plot.var.R                                 |  276 -
 BEKKs-1.4.5/BEKKs/R/plot.virf.R                                |  130 
 BEKKs-1.4.5/BEKKs/R/summary.backtest.R                         |  266 -
 BEKKs-1.4.5/BEKKs/R/summary.bekk.R                             |  426 +-
 BEKKs-1.4.5/BEKKs/R/summary.var.R                              |   68 
 BEKKs-1.4.5/BEKKs/R/virf.R                                     |  706 +--
 BEKKs-1.4.5/BEKKs/R/zzz.R                                      |   20 
 BEKKs-1.4.5/BEKKs/build/stage23.rdb                            |only
 BEKKs-1.4.5/BEKKs/inst                                         |only
 BEKKs-1.4.5/BEKKs/man/BEKKs.Rd                                 |  106 
 BEKKs-1.4.5/BEKKs/man/GoldStocksBonds.Rd                       |   54 
 BEKKs-1.4.5/BEKKs/man/StocksBonds.Rd                           |   50 
 BEKKs-1.4.5/BEKKs/man/VaR.Rd                                   |   94 
 BEKKs-1.4.5/BEKKs/man/backtest.Rd                              |  112 
 BEKKs-1.4.5/BEKKs/man/bekk_fit.Rd                              |  149 
 BEKKs-1.4.5/BEKKs/man/bekk_spec.Rd                             |  124 
 BEKKs-1.4.5/BEKKs/man/portmanteau.test.Rd                      |   50 
 BEKKs-1.4.5/BEKKs/man/predict.Rd                               |   98 
 BEKKs-1.4.5/BEKKs/man/simulate.Rd                              |  102 
 BEKKs-1.4.5/BEKKs/man/virf.Rd                                  |  106 
 BEKKs-1.4.5/BEKKs/src/BekkFunctions.cpp                        |   14 
 BEKKs-1.4.5/BEKKs/src/ScalarBEKK.cpp                           |    8 
 BEKKs-1.4.5/BEKKs/tests/testthat.R                             |    8 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-Grid_Search.R            |   16 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-asymmetric_grid_search.R |   40 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-bekk_fit.R               |  198 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-bekk_forecast.R          |  294 -
 BEKKs-1.4.5/BEKKs/tests/testthat/test-bekk_sim.R               |  118 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-bhh_bekk.R               |   18 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-commutation_mat.R        |   52 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-duplication_mat.R        |   52 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-elimination_mat.R        |   80 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-inv_gen.R                |   24 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-loglike_bekk.R           |   46 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-loglike_bekk_asymm.R     |   74 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-score_bekk.R             |   38 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-score_dbekk.R            |   34 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-score_sbekk.R            |   34 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-valid_asymm_bekk.R       |   78 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-valid_bekk.R             |  126 
 BEKKs-1.4.5/BEKKs/tests/testthat/test-virf.R                   |   32 
 BEKKs-1.4.5/BEKKs/tests/testthat/test_score_bekk_asymm.R       |   48 
 BEKKs-1.4.5/BEKKs/tests/testthat/test_score_dbekk_asymm.R      |   44 
 BEKKs-1.4.5/BEKKs/tests/testthat/test_score_sbekk_asymm.R      |   38 
 66 files changed, 6619 insertions(+), 6607 deletions(-)

More information about BEKKs at CRAN
Permanent link

Package saeMSPE updated to version 1.4 with previous version 1.3 dated 2024-11-18

Title: Computing MSPE Estimates in Small Area Estimation
Description: Compute various common mean squared predictive error (MSPE) estimators, as well as several existing variance component predictors as a byproduct, for FH model (Fay and Herriot, 1979) and NER model (Battese et al., 1988) in small area estimation.
Author: Peiwen Xiao [aut, cre], Xiaohui Liu [aut], Yu Zhang [aut], Yuzi Liu [aut], Jiming Jiang [ths]
Maintainer: Peiwen Xiao <2569613200@qq.com>

Diff between saeMSPE versions 1.3 dated 2024-11-18 and 1.4 dated 2024-11-25

 DESCRIPTION    |    8 ++++----
 MD5            |    4 ++--
 R/mspeNERlin.R |    2 +-
 3 files changed, 7 insertions(+), 7 deletions(-)

More information about saeMSPE at CRAN
Permanent link

Package r2resize updated to version 1.9.2 with previous version 1.9.1 dated 2024-07-29

Title: In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Description: Automatic resizing toolbar for containers, images and tables. Various resizer or expandable container functionalities are also included. Most suitable to include in 'shiny', 'markdown' and 'quarto' documents.
Author: Obinna Obianom [aut, cre]
Maintainer: Obinna Obianom <idonshayo@gmail.com>

Diff between r2resize versions 1.9.1 dated 2024-07-29 and 1.9.2 dated 2024-11-25

 DESCRIPTION                                              |    6 +--
 MD5                                                      |   20 +++++++-----
 R/containerResizer.R                                     |   25 ++++++++++++++-
 build/vignette.rds                                       |binary
 inst/doc/example_frequently_asked_r2resize.html          |    4 +-
 inst/doc/introduction_r2resize.html                      |    4 +-
 inst/doc/resizable_containers_split_screen_r2resize.html |    4 +-
 inst/doc/split_card_html_r2resize.R                      |only
 inst/doc/split_card_html_r2resize.Rmd                    |only
 inst/doc/split_card_html_r2resize.html                   |only
 inst/themes/splitCard.css                                |    2 -
 man/splitCard.Rd                                         |   23 +++++++++++++
 vignettes/split_card_html_r2resize.Rmd                   |only
 13 files changed, 68 insertions(+), 20 deletions(-)

More information about r2resize at CRAN
Permanent link

Package beyondWhittle updated to version 1.3.0 with previous version 1.2.1 dated 2024-03-13

Title: Bayesian Spectral Inference for Time Series
Description: Implementations of Bayesian parametric, nonparametric and semiparametric procedures for univariate and multivariate time series. The package is based on the methods presented in C. Kirch et al (2018) <doi:10.1214/18-BA1126>, A. Meier (2018) <https://opendata.uni-halle.de//handle/1981185920/13470> and Y. Tang et al (2023) <doi:10.48550/arXiv.2303.11561>. It was supported by DFG grants KI 1443/3-1 and KI 1443/3-2.
Author: Alexander Meier [aut], Claudia Kirch [aut], Matthew C. Edwards [aut], Renate Meyer [aut, cre], Yifu Tang [aut]
Maintainer: Renate Meyer <renate.meyer@auckland.ac.nz>

Diff between beyondWhittle versions 1.2.1 dated 2024-03-13 and 1.3.0 dated 2024-11-25

 DESCRIPTION                              |   12 
 MD5                                      |   22 -
 NAMESPACE                                |    2 
 R/dynamicWhittle_MCMC_zigzag.R           |  554 ++++++++++++++++---------------
 R/dynamicWhittle_S3method.R              |    8 
 R/dynamicWhittle_miscellanea_zigzag.R    |   44 +-
 R/dynamicWhittle_prior_and_mcmc_params.R |  129 +++----
 man/bdp_dw_prior_params_gen.Rd           |    4 
 man/gibbs_bdp_dw.Rd                      |   17 
 man/llike_dw.Rd                          |    2 
 man/lprior_dw.Rd                         |    7 
 tests/testthat/testGibbsBDPDW.R          |    2 
 12 files changed, 429 insertions(+), 374 deletions(-)

More information about beyondWhittle at CRAN
Permanent link

Package dismo updated to version 1.3-16 with previous version 1.3-14 dated 2023-05-21

Title: Species Distribution Modeling
Description: Methods for species distribution modeling, that is, predicting the environmental similarity of any site to that of the locations of known occurrences of a species.
Author: Robert J. Hijmans [cre, aut] , Steven Phillips [aut], John Leathwick [aut], Jane Elith [aut]
Maintainer: Robert J. Hijmans <r.hijmans@gmail.com>

Diff between dismo versions 1.3-14 dated 2023-05-21 and 1.3-16 dated 2024-11-25

 DESCRIPTION         |   19 ++++++++++++++-----
 MD5                 |   22 +++++++++++-----------
 R/maxent.predict.R  |    4 +++-
 build/partial.rdb   |binary
 build/vignette.rds  |binary
 inst/doc/sdm.pdf    |binary
 man/gbif.Rd         |    2 +-
 man/gmap.Rd         |    2 +-
 man/maxent.Rd       |    4 +---
 man/mess.Rd         |    4 ++--
 man/predict.Rd      |    2 +-
 man/randomPoints.Rd |    2 +-
 12 files changed, 35 insertions(+), 26 deletions(-)

More information about dismo at CRAN
Permanent link

Package daltoolbox updated to version 1.1.727 with previous version 1.0.787 dated 2024-11-03

Title: Leveraging Experiment Lines to Data Analytics
Description: The natural increase in the complexity of current research experiments and data demands better tools to enhance productivity in Data Analytics. The package is a framework designed to address the modern challenges in data analytics workflows. The package is inspired by Experiment Line concepts. It aims to provide seamless support for users in developing their data mining workflows by offering a uniform data model and method API. It enables the integration of various data mining activities, including data preprocessing, classification, regression, clustering, and time series prediction. It also offers options for hyper-parameter tuning and supports integration with existing libraries and languages. Overall, the package provides researchers with a comprehensive set of functionalities for data science, promoting ease of use, extensibility, and integration with various tools and libraries. Information on Experiment Line is based on Ogasawara et al. (2009) <doi:10.1007/978-3-642-02279-1_2 [...truncated...]
Author: Eduardo Ogasawara [aut, ths, cre] , Antonio Castro [aut, ctb], Heraldo Borges [aut, ths], Janio Lima [aut, ths], Lucas Tavares [aut, ths], Diego Carvalho [aut, ths], Eduardo Bezerra [aut, ths], Joel Santos [aut, ths], Rafaelli Coutinho [aut, ths], Fe [...truncated...]
Maintainer: Eduardo Ogasawara <eogasawara@ieee.org>

Diff between daltoolbox versions 1.0.787 dated 2024-11-03 and 1.1.727 dated 2024-11-25

 DESCRIPTION                         |   14 ++++--
 MD5                                 |   65 +++++++++++++++++++++++------
 NAMESPACE                           |   45 ++++++++++++++++++++
 R/cla_tune.R                        |    3 -
 R/clu_tune.R                        |    3 -
 R/globals.R                         |    2 
 R/reg_tune.R                        |    3 -
 R/trans_aae_encode.R                |only
 R/trans_aae_encode_decode.R         |only
 R/trans_c2den_encode.R              |only
 R/trans_c2den_encode_decode.R       |only
 R/trans_cae2d_encode.R              |only
 R/trans_cae2d_encode_decode.R       |only
 R/trans_cae_encode.R                |only
 R/trans_cae_encode_decode.R         |only
 R/trans_dns_encode.R                |only
 R/trans_dns_encode_decode.R         |only
 R/trans_lae_encode.R                |only
 R/trans_lae_encode_decode.R         |only
 R/trans_sae_encode.R                |only
 R/trans_sae_encode_decode.R         |only
 R/trans_sample_strat.R              |    7 ---
 R/trans_van_enc_decode.R            |    2 
 R/trans_van_encode.R                |    2 
 R/trans_varae_encode.R              |only
 R/trans_varae_encode_decode.R       |only
 README.md                           |   12 ++---
 inst/python/adv_autoencoder.py      |only
 inst/python/autoencoder.py          |   79 ++++++++++++++++++++++++------------
 inst/python/conv2d_autoencoder.py   |only
 inst/python/conv2den_autoencoder.py |only
 inst/python/conv_autoencoder.py     |only
 inst/python/dns_autoencoder.py      |only
 inst/python/lstm_autoencoder.py     |only
 inst/python/sae_autoencoder.py      |only
 inst/python/ts_conv1d.py            |    2 
 inst/python/ts_lstm.py              |    4 -
 inst/python/varae_autoencoder.py    |only
 man/aae_encode.Rd                   |only
 man/aae_encode_decode.Rd            |only
 man/cae2d_encode_decode.Rd          |only
 man/cae2den_encode.Rd               |only
 man/cae2den_encode_decode.Rd        |only
 man/cae_encode.Rd                   |only
 man/cae_encode_decode.Rd            |only
 man/dns_encode.Rd                   |only
 man/dns_encode_decode.Rd            |only
 man/lae_encode.Rd                   |only
 man/lae_encode_decode.Rd            |only
 man/sae_encode.Rd                   |only
 man/sae_encode_decode.Rd            |only
 man/varae_encode.Rd                 |only
 man/varae_encode_decode.Rd          |only
 53 files changed, 168 insertions(+), 75 deletions(-)

More information about daltoolbox at CRAN
Permanent link


Built and running on Debian GNU/Linux using R, littler and blosxom. Styled with Bootstrap.