Sun, 04 Jun 2023

Package eventPred updated to version 0.1.5 with previous version 0.1.4 dated 2023-05-27

Title: Event Prediction
Description: Predicts enrollment and events at the design or analysis stage using specified enrollment and time-to-event models through simulations.
Author: Kaifeng Lu [aut, cre]
Maintainer: Kaifeng Lu <kaifenglu@gmail.com>

Diff between eventPred versions 0.1.4 dated 2023-05-27 and 0.1.5 dated 2023-06-04

 DESCRIPTION              |    8 -
 MD5                      |   16 +-
 NEWS.md                  |   10 +
 R/eventPred-package.R    |    3 
 R/getPrediction.R        |   16 +-
 R/predictEnrollment.R    |   25 ++--
 R/predictEvent.R         |  275 +++++++++++++++++++++++++++++++++--------------
 R/summarizeObserved.R    |   22 ++-
 man/eventPred-package.Rd |    3 
 9 files changed, 260 insertions(+), 118 deletions(-)

More information about eventPred at CRAN
Permanent link

Package multiblock updated to version 0.8.6 with previous version 0.8.5 dated 2023-03-06

Title: Multiblock Data Fusion in Statistics and Machine Learning
Description: Functions and datasets to support Smilde, Næs and Liland (2021, ISBN: 978-1-119-60096-1) "Multiblock Data Fusion in Statistics and Machine Learning - Applications in the Natural and Life Sciences". This implements and imports a large collection of methods for multiblock data analysis with common interfaces, result- and plotting functions, several real data sets and six vignettes covering a range different applications.
Author: Kristian Hovde Liland [aut, cre] , Solve Saeboe [ctb], Stefan Schrunner [rev]
Maintainer: Kristian Hovde Liland <kristian.liland@nmbu.no>

Diff between multiblock versions 0.8.5 dated 2023-03-06 and 0.8.6 dated 2023-06-04

 DESCRIPTION                           |   16 -
 MD5                                   |   42 +--
 NAMESPACE                             |    9 
 NEWS                                  |    8 
 R/asca.R                              |    2 
 R/asca_plots.R                        |   38 +-
 R/basic.R                             |   64 ++---
 R/multiblock-package.R                |    1 
 R/rosa.R                              |    9 
 R/rosaCV.R                            |    7 
 R/rosa_results.R                      |   40 ++-
 R/sopls.R                             |    5 
 R/supervised.R                        |   76 +++--
 R/unsupervised.R                      |  434 +++++++++++++++++++---------------
 build/vignette.rds                    |binary
 inst/doc/vignette_B_basic.html        |    2 
 inst/doc/vignette_C_unsupervised.html |    4 
 inst/doc/vignette_E_supervised.html   |   20 -
 man/asca.Rd                           |    2 
 man/asca_plots.Rd                     |    3 
 man/jive.Rd                           |    8 
 man/rosa_results.Rd                   |   26 +-
 22 files changed, 488 insertions(+), 328 deletions(-)

More information about multiblock at CRAN
Permanent link

Package confintr updated to version 1.0.2 with previous version 1.0.1 dated 2023-05-12

Title: Confidence Intervals
Description: Calculates classic and/or bootstrap confidence intervals for many parameters such as the population mean, variance, interquartile range (IQR), median absolute deviation (MAD), skewness, kurtosis, Cramer's V, odds ratio, R-squared, quantiles (incl. median), proportions, different types of correlation measures, difference in means, quantiles and medians. Many of the classic confidence intervals are described in Smithson, M. (2003, ISBN: 978-0761924999). Bootstrap confidence intervals are calculated with the R package 'boot'. Both one- and two-sided intervals are supported.
Author: Michael Mayer [aut, cre]
Maintainer: Michael Mayer <mayermichael79@gmail.com>

Diff between confintr versions 1.0.1 dated 2023-05-12 and 1.0.2 dated 2023-06-04

 DESCRIPTION                       |    6 -
 MD5                               |   38 +++++-----
 NEWS.md                           |  133 ++++++++++++++++++++------------------
 R/ci_cramersv.R                   |    2 
 R/ci_oddsratio.R                  |    3 
 R/ci_proportion.R                 |    2 
 R/ci_rsquared.R                   |    8 +-
 R/standard_errors.R               |    8 --
 build/vignette.rds                |binary
 inst/doc/confintr.R               |    8 +-
 inst/doc/confintr.Rmd             |   12 +--
 inst/doc/confintr.html            |   36 +++++-----
 man/ci_cramersv.Rd                |    2 
 man/ci_f_ncp.Rd                   |    2 
 man/ci_proportion.Rd              |    2 
 man/ci_rsquared.Rd                |    6 -
 man/oddsratio.Rd                  |    5 +
 man/se.Rd                         |    8 --
 tests/testthat/test-ci_rsquared.R |    2 
 vignettes/confintr.Rmd            |   12 +--
 20 files changed, 149 insertions(+), 146 deletions(-)

More information about confintr at CRAN
Permanent link

New package EpiSemble with initial version 0.1.1
Package: EpiSemble
Title: Ensemble Based Machine Learning Approach for Predicting Methylation States
Version: 0.1.1
Author: Dipro Sinha [aut, cre], Sunil Archak [aut], Dwijesh Chandra Mishra [aut], Tanwy Dasmandal [aut], Md Yeasin [aut]
Maintainer: Dipro Sinha <diprosinha@gmail.com>
Description: DNA methylation (6mA) is a major epigenetic process by which alteration in gene expression took place without changing the DNA sequence. Predicting these sites in-vitro is laborious, time consuming as well as costly. This 'EpiSemble' package is an in-silico pipeline for predicting DNA sequences containing the 6mA sites. It uses an ensemble-based machine learning approach by combining Support Vector Machine (SVM), Random Forest (RF) and Gradient Boosting approach to predict the sequences with 6mA sites in it. This package has been developed by using the concept of Chen et al. (2019) <doi:10.1093/bioinformatics/btz015>.
License: GPL-3
Encoding: UTF-8
Imports: stats, devtools, tidyverse, seqinr, Biostrings, splitstackshape, entropy, party, stringr, tibble, doParallel, parallel, e1071, caret, randomForest, gbm, foreach, ftrCOOL, iterators
NeedsCompilation: no
Packaged: 2023-06-02 16:06:43 UTC; YEASIN
Repository: CRAN
Date/Publication: 2023-06-04 14:20:02 UTC

More information about EpiSemble at CRAN
Permanent link

Package cvms updated to version 1.4.0 with previous version 1.3.9 dated 2023-01-26

Title: Cross-Validation for Model Selection
Description: Cross-validate one or multiple regression and classification models and get relevant evaluation metrics in a tidy format. Validate the best model on a test set and compare it to a baseline evaluation. Alternatively, evaluate predictions from an external model. Currently supports regression and classification (binary and multiclass). Described in chp. 5 of Jeyaraman, B. P., Olsen, L. R., & Wambugu M. (2019, ISBN: 9781838550134).
Author: Ludvig Renbo Olsen [aut, cre] , Hugh Benjamin Zachariae [aut], Indrajeet Patil [ctb] , Daniel Luedecke [ctb]
Maintainer: Ludvig Renbo Olsen <r-pkgs@ludvigolsen.dk>

Diff between cvms versions 1.3.9 dated 2023-01-26 and 1.4.0 dated 2023-06-04

 DESCRIPTION                                                    |   12 
 MD5                                                            |   60 -
 NEWS.md                                                        |    9 
 R/helpers.R                                                    |    8 
 R/plot_confusion_matrix.R                                      |   87 +
 R/update_hyperparameters.R                                     |    3 
 README.md                                                      |  508 ++++------
 build/cvms.pdf                                                 |binary
 inst/doc/Creating_a_confusion_matrix.R                         |    1 
 inst/doc/Creating_a_confusion_matrix.Rmd                       |    1 
 inst/doc/Creating_a_confusion_matrix.html                      |   39 
 inst/doc/available_metrics.R                                   |    1 
 inst/doc/available_metrics.Rmd                                 |    1 
 inst/doc/available_metrics.html                                |    4 
 inst/doc/cross_validating_custom_functions.R                   |    1 
 inst/doc/cross_validating_custom_functions.Rmd                 |    1 
 inst/doc/cross_validating_custom_functions.html                |  193 +--
 inst/doc/evaluate_by_id.R                                      |    1 
 inst/doc/evaluate_by_id.Rmd                                    |    1 
 inst/doc/evaluate_by_id.html                                   |   82 -
 inst/doc/picking_the_number_of_folds_for_cross-validation.R    |    1 
 inst/doc/picking_the_number_of_folds_for_cross-validation.Rmd  |    1 
 inst/doc/picking_the_number_of_folds_for_cross-validation.html |  175 +--
 man/plot_confusion_matrix.Rd                                   |   54 -
 tests/testthat/test_cross_validate.R                           |   19 
 tests/testthat/test_validate_fn.R                              |   22 
 vignettes/Creating_a_confusion_matrix.Rmd                      |    1 
 vignettes/available_metrics.Rmd                                |    1 
 vignettes/cross_validating_custom_functions.Rmd                |    1 
 vignettes/evaluate_by_id.Rmd                                   |    1 
 vignettes/picking_the_number_of_folds_for_cross-validation.Rmd |    1 
 31 files changed, 699 insertions(+), 591 deletions(-)

More information about cvms at CRAN
Permanent link

Package ChemoSpec updated to version 6.1.8 with previous version 6.1.4 dated 2022-10-21

Title: Exploratory Chemometrics for Spectroscopy
Description: A collection of functions for top-down exploratory data analysis of spectral data including nuclear magnetic resonance (NMR), infrared (IR), Raman, X-ray fluorescence (XRF) and other similar types of spectroscopy. Includes functions for plotting and inspecting spectra, peak alignment, hierarchical cluster analysis (HCA), principal components analysis (PCA) and model-based clustering. Robust methods appropriate for this type of high-dimensional data are available. ChemoSpec is designed for structured experiments, such as metabolomics investigations, where the samples fall into treatment and control groups. Graphical output is formatted consistently for publication quality plots. ChemoSpec is intended to be very user friendly and to help you get usable results quickly. A vignette covering typical operations is available.
Author: Bryan A. Hanson [aut, cre] , Mike Bostock [cph, ctb] , Matt Keinsley [ctb] , Tejasvi Gupta [ctb]
Maintainer: Bryan A. Hanson <hanson@depauw.edu>

Diff between ChemoSpec versions 6.1.4 dated 2022-10-21 and 6.1.8 dated 2023-06-04

 ChemoSpec-6.1.4/ChemoSpec/inst/tinytest/test_cleanArgs.R               |only
 ChemoSpec-6.1.4/ChemoSpec/inst/tinytest/test_evalClusters.R            |only
 ChemoSpec-6.1.4/ChemoSpec/inst/tinytest/test_files2SpectraObject_JDX.R |only
 ChemoSpec-6.1.8/ChemoSpec/DESCRIPTION                                  |   18 
 ChemoSpec-6.1.8/ChemoSpec/MD5                                          |  187 +++++-----
 ChemoSpec-6.1.8/ChemoSpec/NAMESPACE                                    |   28 -
 ChemoSpec-6.1.8/ChemoSpec/NEWS.md                                      |   12 
 ChemoSpec-6.1.8/ChemoSpec/R/ChemoSpec-package.R                        |   20 -
 ChemoSpec-6.1.8/ChemoSpec/R/DollarNames.R                              |    1 
 ChemoSpec-6.1.8/ChemoSpec/R/MUD.R                                      |    2 
 ChemoSpec-6.1.8/ChemoSpec/R/Spectra.R                                  |   29 -
 ChemoSpec-6.1.8/ChemoSpec/R/aovPCAloadings.R                           |    8 
 ChemoSpec-6.1.8/ChemoSpec/R/aovPCAscores.R                             |    8 
 ChemoSpec-6.1.8/ChemoSpec/R/aov_pcaSpectra.R                           |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/averageReplicates.R                        |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/avgFacLvls.R                               |    5 
 ChemoSpec-6.1.8/ChemoSpec/R/baselineSpectra.R                          |   12 
 ChemoSpec-6.1.8/ChemoSpec/R/binData.R                                  |    5 
 ChemoSpec-6.1.8/ChemoSpec/R/binSpectra.R                               |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/c_pcaSpectra.R                             |    6 
 ChemoSpec-6.1.8/ChemoSpec/R/cleanArgs.R                                |   56 ++
 ChemoSpec-6.1.8/ChemoSpec/R/clupaSpectra.R                             |   40 +-
 ChemoSpec-6.1.8/ChemoSpec/R/coordProjCS.R                              |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/cv_pcaSpectra.R                            |   10 
 ChemoSpec-6.1.8/ChemoSpec/R/documentation_functions.R                  |only
 ChemoSpec-6.1.8/ChemoSpec/R/evalClusters.R                             |   72 ---
 ChemoSpec-6.1.8/ChemoSpec/R/files2SpectraObject.R                      |    2 
 ChemoSpec-6.1.8/ChemoSpec/R/hcaSpectra.R                               |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/hmapSpectra.R                              |   40 +-
 ChemoSpec-6.1.8/ChemoSpec/R/hypTestScores.R                            |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/irlba_pcaSpectra.R                         |    6 
 ChemoSpec-6.1.8/ChemoSpec/R/isWholeNo.R                                |    3 
 ChemoSpec-6.1.8/ChemoSpec/R/labelExtremes3d.R                          |    5 
 ChemoSpec-6.1.8/ChemoSpec/R/makeEllipsoid.R                            |    5 
 ChemoSpec-6.1.8/ChemoSpec/R/mclust3dSpectra.R                          |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/mclustSpectra.R                            |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/normSpectra.R                              |    8 
 ChemoSpec-6.1.8/ChemoSpec/R/normVec.R                                  |    5 
 ChemoSpec-6.1.8/ChemoSpec/R/pcaDiag.R                                  |    8 
 ChemoSpec-6.1.8/ChemoSpec/R/plot2Loadings.R                            |   10 
 ChemoSpec-6.1.8/ChemoSpec/R/plot3dScores.R                             |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/plotLoadings.R                             |    8 
 ChemoSpec-6.1.8/ChemoSpec/R/plotSpectra.R                              |   10 
 ChemoSpec-6.1.8/ChemoSpec/R/plotSpectraDist.R                          |   27 -
 ChemoSpec-6.1.8/ChemoSpec/R/plotSpectraJS.R                            |    4 
 ChemoSpec-6.1.8/ChemoSpec/R/plotly3d.R                                 |    6 
 ChemoSpec-6.1.8/ChemoSpec/R/q2rPCA.R                                   |    5 
 ChemoSpec-6.1.8/ChemoSpec/R/r_pcaSpectra.R                             |    6 
 ChemoSpec-6.1.8/ChemoSpec/R/reviewAllSpectra.R                         |    8 
 ChemoSpec-6.1.8/ChemoSpec/R/sPlotSpectra.R                             |   10 
 ChemoSpec-6.1.8/ChemoSpec/R/s_pcaSpectra.R                             |    6 
 ChemoSpec-6.1.8/ChemoSpec/R/seXy.R                                     |   14 
 ChemoSpec-6.1.8/ChemoSpec/R/sgfSpectra.R                               |   41 +-
 ChemoSpec-6.1.8/ChemoSpec/R/splitSpectraGroups.R                       |    6 
 ChemoSpec-6.1.8/ChemoSpec/R/surveySpectra.R                            |    8 
 ChemoSpec-6.1.8/ChemoSpec/build/vignette.rds                           |binary
 ChemoSpec-6.1.8/ChemoSpec/inst/doc/ChemoSpec.Rmd                       |    6 
 ChemoSpec-6.1.8/ChemoSpec/inst/doc/ChemoSpec.pdf                       |binary
 ChemoSpec-6.1.8/ChemoSpec/inst/tinytest/test-cleanArgs.R               |only
 ChemoSpec-6.1.8/ChemoSpec/inst/tinytest/test-evalClusters.R            |only
 ChemoSpec-6.1.8/ChemoSpec/inst/tinytest/test-files2SpectraObject_JDX.R |only
 ChemoSpec-6.1.8/ChemoSpec/man/ChemoSpec-package.Rd                     |    3 
 ChemoSpec-6.1.8/ChemoSpec/man/Spectra.Rd                               |   30 -
 ChemoSpec-6.1.8/ChemoSpec/man/aovPCAloadings.Rd                        |   11 
 ChemoSpec-6.1.8/ChemoSpec/man/aovPCAscores.Rd                          |   22 -
 ChemoSpec-6.1.8/ChemoSpec/man/aov_pcaSpectra.Rd                        |    2 
 ChemoSpec-6.1.8/ChemoSpec/man/averageReplicates.Rd                     |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/baselineSpectra.Rd                       |   12 
 ChemoSpec-6.1.8/ChemoSpec/man/binSpectra.Rd                            |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/c_pcaSpectra.Rd                          |    6 
 ChemoSpec-6.1.8/ChemoSpec/man/clupaSpectra.Rd                          |   40 +-
 ChemoSpec-6.1.8/ChemoSpec/man/cv_pcaSpectra.Rd                         |   10 
 ChemoSpec-6.1.8/ChemoSpec/man/evalClusters.Rd                          |   65 ---
 ChemoSpec-6.1.8/ChemoSpec/man/files2SpectraObject.Rd                   |   32 -
 ChemoSpec-6.1.8/ChemoSpec/man/hcaSpectra.Rd                            |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/hmapSpectra.Rd                           |   40 +-
 ChemoSpec-6.1.8/ChemoSpec/man/hypTestScores.Rd                         |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/irlba_pcaSpectra.Rd                      |    6 
 ChemoSpec-6.1.8/ChemoSpec/man/mclust3dSpectra.Rd                       |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/mclustSpectra.Rd                         |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/metMUD1.Rd                               |    2 
 ChemoSpec-6.1.8/ChemoSpec/man/normSpectra.Rd                           |   56 +-
 ChemoSpec-6.1.8/ChemoSpec/man/pcaDiag.Rd                               |   13 
 ChemoSpec-6.1.8/ChemoSpec/man/plot2Loadings.Rd                         |   20 -
 ChemoSpec-6.1.8/ChemoSpec/man/plot3dScores.Rd                          |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/plotLoadings.Rd                          |   11 
 ChemoSpec-6.1.8/ChemoSpec/man/plotSpectra.Rd                           |   20 -
 ChemoSpec-6.1.8/ChemoSpec/man/plotSpectraDist.Rd                       |   32 -
 ChemoSpec-6.1.8/ChemoSpec/man/plotSpectraJS.Rd                         |    4 
 ChemoSpec-6.1.8/ChemoSpec/man/r_pcaSpectra.Rd                          |    6 
 ChemoSpec-6.1.8/ChemoSpec/man/reviewAllSpectra.Rd                      |   23 -
 ChemoSpec-6.1.8/ChemoSpec/man/sPlotSpectra.Rd                          |   22 -
 ChemoSpec-6.1.8/ChemoSpec/man/s_pcaSpectra.Rd                          |    6 
 ChemoSpec-6.1.8/ChemoSpec/man/sgfSpectra.Rd                            |   37 +
 ChemoSpec-6.1.8/ChemoSpec/man/splitSpectraGroups.Rd                    |    6 
 ChemoSpec-6.1.8/ChemoSpec/man/surveySpectra.Rd                         |   11 
 ChemoSpec-6.1.8/ChemoSpec/tests/tinytest.R                             |    5 
 ChemoSpec-6.1.8/ChemoSpec/vignettes/ChemoSpec.Rmd                      |    6 
 98 files changed, 643 insertions(+), 756 deletions(-)

More information about ChemoSpec at CRAN
Permanent link

Package blockCV updated to version 3.1-3 with previous version 3.1-2 dated 2023-05-20

Title: Spatial and Environmental Blocking for K-Fold and LOO Cross-Validation
Description: Creating spatially or environmentally separated folds for cross-validation to provide a robust error estimation in spatially structured environments; Investigating and visualising the effective range of spatial autocorrelation in continuous raster covariates and point samples to find an initial realistic distance band to separate training and testing datasets spatially described in Valavi, R. et al. (2019) <doi:10.1111/2041-210X.13107>.
Author: Roozbeh Valavi [aut, cre] , Jane Elith [aut], Jose Lahoz-Monfort [aut], Ian Flint [aut], Gurutzeta Guillera-Arroita [aut]
Maintainer: Roozbeh Valavi <valavi.r@gmail.com>

Diff between blockCV versions 3.1-2 dated 2023-05-20 and 3.1-3 dated 2023-06-04

 DESCRIPTION              |   12 ++++-----
 MD5                      |   10 +++----
 R/checks.R               |    6 ++--
 build/vignette.rds       |binary
 inst/doc/tutorial_1.html |   60 +++++++++++++++++++++++------------------------
 inst/doc/tutorial_2.html |    8 +++---
 6 files changed, 48 insertions(+), 48 deletions(-)

More information about blockCV at CRAN
Permanent link

Package TFunHDDC updated to version 1.0.1 with previous version 1.0.0 dated 2023-05-24

Title: Clustering of Functional Data via Mixtures of t-Distributions
Description: Extension of 'funHDDC' Schmutz et al. (2018) <doi:10.1007/s00180-020-00958-4> for cases including outliers by fitting t-distributions for robust groups. 'TFunHDDC' can cluster univariate or multivariate data produced by the 'fda' package for data using a b-splines or Fourier basis.
Author: Cristina Anton [aut, cre], Iain Smith [aut], Malcolm Nielsen [aut], Jeffrey Andrews [ctb], Jaymeson Wickins [ctb], Nicholas Boers [ctb], Paul McNicholas [ctb], Amandine Schmutz [ctb], Julien Jacques [ctb], Charles Bouveyron [ctb]
Maintainer: Cristina Anton <popescuc@macewan.ca>

Diff between TFunHDDC versions 1.0.0 dated 2023-05-24 and 1.0.1 dated 2023-06-04

 DESCRIPTION             |    8 ++++----
 MD5                     |    8 ++++----
 man/predict.tfunHDDC.Rd |   18 +++++++++++-------
 man/tfunHDDC.Rd         |   12 ++++++------
 tests/examples.R        |   14 ++++++++------
 5 files changed, 33 insertions(+), 27 deletions(-)

More information about TFunHDDC at CRAN
Permanent link

New package squat with initial version 0.2.0
Package: squat
Title: Statistics for Quaternion Temporal Data
Version: 0.2.0
Description: An implementation of statistical tools for the analysis of rotation-valued time series and functional data. It relies on pre-existing quaternion data structure provided by the 'Eigen' 'C++' library.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
LinkingTo: Rcpp, RcppArmadillo, RcppEigen, fdacluster
Imports: cli, dbscan, dtw, fdacluster, funData, furrr, ggplot2, ggrepel, MFPCA, progressr, purrr, Rcpp, rlang, roahd, scales, tibble, tidyr
Depends: R (>= 4.1.0)
Suggests: covr, future, gganimate, gghighlight, testthat (>= 3.0.0), vdiffr, withr
URL: https://github.com/LMJL-Alea/squat, https://lmjl-alea.github.io/squat/
BugReports: https://github.com/LMJL-Alea/squat/issues
NeedsCompilation: yes
Packaged: 2023-06-02 16:30:52 UTC; stamm-a
Author: Lise Bellanger [aut], Pierre Drouin [aut], Aymeric Stamm [aut, cre] , Benjamin Martineau [ctb]
Maintainer: Aymeric Stamm <aymeric.stamm@cnrs.fr>
Repository: CRAN
Date/Publication: 2023-06-04 13:00:02 UTC

More information about squat at CRAN
Permanent link

New package s2dv with initial version 1.4.1
Package: s2dv
Title: A Set of Common Tools for Seasonal to Decadal Verification
Version: 1.4.1
Description: The advanced version of package 's2dverification'. It is intended for 'seasonal to decadal' (s2d) climate forecast verification, but it can also be used in other kinds of forecasts or general climate analysis. This package is specially designed for the comparison between the experimental and observational datasets. The functionality of the included functions covers from data retrieval, data post-processing, skill scores against observation, to visualization. Compared to 's2dverification', 's2dv' is more compatible with the package 'startR', able to use multiple cores for computation and handle multi-dimensional arrays with a higher flexibility. The CDO version used in development is 1.9.8.
Depends: R (>= 3.6.0)
Imports: abind, bigmemory, graphics, grDevices, maps, mapproj, methods, parallel, ClimProjDiags, stats, plyr, ncdf4, NbClust, multiApply (>= 2.1.1), SpecsVerification (>= 0.5.0), easyNCDF, easyVerification
Suggests: testthat
License: GPL-3
URL: https://earth.bsc.es/gitlab/es/s2dv/
BugReports: https://earth.bsc.es/gitlab/es/s2dv/-/issues
LazyData: true
SystemRequirements: cdo
Encoding: UTF-8
NeedsCompilation: no
Packaged: 2023-06-02 19:16:21 UTC; aho
Author: BSC-CNS [aut, cph], An-Chi Ho [aut, cre], Nuria Perez-Zanon [aut], Roberto Bilbao [ctb], Josep Cos [ctb], Carlos Delgado [ctb], Llorenc Lledo [ctb], Andrea Manrique [ctb], Deborah Verfaillie [ctb], Eva Rifa [ctb]
Maintainer: An-Chi Ho <an.ho@bsc.es>
Repository: CRAN
Date/Publication: 2023-06-04 12:20:02 UTC

More information about s2dv at CRAN
Permanent link

Package RRphylo updated to version 2.8.0 with previous version 2.7.0 dated 2022-08-29

Title: Phylogenetic Ridge Regression Methods for Comparative Studies
Description: Functions for phylogenetic analysis (Castiglione et al., 2018 <doi:10.1111/2041-210X.12954>). The functions perform the estimation of phenotypic evolutionary rates, identification of phenotypic evolutionary rate shifts, quantification of direction and size of evolutionary change in multivariate traits, the computation of ontogenetic shape vectors and test for morphological convergence.
Author: Pasquale Raia, Silvia Castiglione, Carmela Serio, Alessandro Mondanaro, Marina Melchionna, Mirko Di Febbraro, Antonio Profico, Francesco Carotenuto
Maintainer: Pasquale Raia <pasquale.raia@unina.it>

Diff between RRphylo versions 2.7.0 dated 2022-08-29 and 2.8.0 dated 2023-06-04

 DESCRIPTION                     |   18 
 MD5                             |  114 -
 NAMESPACE                       |   11 
 R/PGLS_fossil.R                 |  158 +-
 R/RRphylo.R                     |   67 
 R/angle.matrix.R                |    6 
 R/colorbar.R                    |only
 R/cutPhylo.R                    |    2 
 R/getSis.R                      |    4 
 R/move.lineage.R                |only
 R/namesCompare.R                |   22 
 R/overfitRR.R                   |   25 
 R/plotRR.R                      |only
 R/plotRates.R                   |    4 
 R/plotShift.R                   |   74 -
 R/plotTrend.R                   |    2 
 R/random.evolvability.test.R    |    2 
 R/rate.map.R                    |    3 
 R/rescaleRR.R                   |    2 
 R/scaleTree.R                   |   17 
 R/search.conv.R                 |    8 
 R/search.shift.R                |    7 
 R/search.trend.R                |   18 
 R/tree.merger.R                 |  259 ++-
 R/treeCompare.R                 |    5 
 build/vignette.rds              |binary
 inst/CITATION                   |  196 +-
 inst/doc/Plotting-tools.Rmd     |   56 
 inst/doc/Plotting-tools.html    |  533 +++----
 inst/doc/RRphylo.Rmd            |    7 
 inst/doc/RRphylo.html           |  134 -
 inst/doc/Tree-Manipulation.Rmd  |  409 +++--
 inst/doc/Tree-Manipulation.html | 2937 ++++++++++++++++++++++++++++++++++++----
 inst/doc/overfitRR.html         |  111 -
 inst/doc/search.conv.html       | 1019 +++++++------
 inst/doc/search.shift.Rmd       |    7 
 inst/doc/search.shift.html      |  111 -
 inst/doc/search.trend.html      |  111 -
 inst/doc/swapONE.html           |  111 -
 man/PGLS_fossil.Rd              |  102 +
 man/RRphylo.Rd                  |   32 
 man/angle.matrix.Rd             |    2 
 man/colorbar.Rd                 |only
 man/move.lineage.Rd             |only
 man/namesCompare.Rd             |    8 
 man/overfitRR.Rd                |   16 
 man/plotRR.Rd                   |only
 man/plotRates.Rd                |    2 
 man/plotShift.Rd                |   28 
 man/plotTrend.Rd                |    2 
 man/rate.map.Rd                 |    3 
 man/rescaleRR.Rd                |    2 
 man/search.conv.Rd              |    2 
 man/search.shift.Rd             |    4 
 man/search.trend.Rd             |   10 
 man/tree.merger.Rd              |   41 
 vignettes/Plotting-tools.Rmd    |   56 
 vignettes/RRphylo.Rmd           |    7 
 vignettes/Tree-Manipulation.Rmd |  409 +++--
 vignettes/plotting-data.Rda     |binary
 vignettes/search.shift.Rmd      |    7 
 61 files changed, 5290 insertions(+), 2013 deletions(-)

More information about RRphylo at CRAN
Permanent link

Package nlpsem updated to version 0.1.1 with previous version 0.1.0 dated 2023-05-29

Title: Linear and Nonlinear Longitudinal Process in Structural Equation Modeling Framework
Description: Provides computational tools for nonlinear longitudinal models, in particular the intrinsically nonlinear models, in four scenarios: (1) univariate longitudinal processes with growth factors, with or without covariates including time-invariant covariates (TICs) and time-varying covariates (TVCs); (2) multivariate longitudinal processes that facilitate the assessment of correlation or causation between multiple longitudinal variables; (3) multiple-group models for scenarios (1) and (2) to evaluate differences among manifested groups, and (4) longitudinal mixture models for scenarios (1) and (2), with an assumption that trajectories are from multiple latent classes. The methods implemented are introduced in Jin Liu (2023) <arXiv:2302.03237v2>.
Author: Jin Liu [aut, cre]
Maintainer: Jin Liu <Veronica.Liu0206@gmail.com>

Diff between nlpsem versions 0.1.0 dated 2023-05-29 and 0.1.1 dated 2023-06-04

 DESCRIPTION                     |   10 +
 MD5                             |  231 ++++++++++++++++++++++------------------
 R/FitFig.helper.R               |    2 
 R/LCSM.mxModel_helper.R         |    2 
 R/LCSM.output_helper.R          |    2 
 R/LGCM.mxModel_helper.R         |    2 
 R/LGCM.output_helper.R          |    2 
 R/MED.Initial_helper.R          |    2 
 R/MED.loading_helper.R          |    2 
 R/MED.mxModel_helper.R          |    2 
 R/MED.output_helper.R           |    2 
 R/MGM.mxModel_helper.R          |    2 
 R/MGM.output_helper.R           |    2 
 R/MGroup.SUBMODEL.LCSM_helper.R |    2 
 R/MGroup.SUBMODEL.LGCM_helper.R |    2 
 R/MGroup.SUBMODEL.MED_helper.R  |    2 
 R/MGroup.SUBMODEL.MGM_helper.R  |    2 
 R/MGroup.SUBMODEL.TVC_helper.R  |    2 
 R/MGroup.initial_helper.R       |    3 
 R/MGroup.mxModel_helper.R       |    2 
 R/MGroup.output_helper.R        |    2 
 R/MIX.SUBMODEL.LCSM_helper.R    |    2 
 R/MIX.SUBMODEL.LGCM_helper.R    |    2 
 R/MIX.SUBMODEL.MED_helper.R     |    2 
 R/MIX.SUBMODEL.MGM_helper.R     |    2 
 R/MIX.SUBMODEL.TVC_helper.R     |    2 
 R/MIX.initial_helper.R          |    2 
 R/MIX.mxModel_helper.R          |    2 
 R/MIX.output_helper.R           |    2 
 R/MIX_MED.loading_helper.R      |    2 
 R/MIX_MULTI.addpara_helper.R    |    2 
 R/MIX_MULTI.loading_helper.R    |    2 
 R/MIX_TVC.info_helper.R         |    2 
 R/MIX_UNI.addpara_helper.R      |    2 
 R/MIX_UNI.loading_helper.R      |    2 
 R/MULTI.addpara_helper.R        |    2 
 R/MULTI.initial_helper.R        |    2 
 R/MULTI.loading_helper.R        |    2 
 R/TVC.info_helper.R             |    2 
 R/TVC.initial_helper.R          |    2 
 R/TVC.mxModel_helper.R          |    2 
 R/TVC.output_helper.R           |    2 
 R/UNI.GF_helper.R               |    2 
 R/UNI.addpara_helper.R          |    4 
 R/UNI.initial_helper.R          |    2 
 R/UNI.loading_helper.R          |    2 
 R/getFigure.R                   |    6 -
 R/getMGM.R                      |   10 -
 R/getMGroup.R                   |   10 -
 R/getMIX.R                      |   10 -
 R/getMediation.R                |    3 
 R/getTVCmodel.R                 |   25 ++--
 build/vignette.rds              |only
 inst                            |only
 man/getFigure.Rd                |    6 -
 man/getFitFig.Rd                |    1 
 man/getLCSM.mxModel.Rd          |    1 
 man/getLCSM.output.Rd           |    1 
 man/getLGCM.mxModel.Rd          |    1 
 man/getLGCM.output.Rd           |    1 
 man/getMED.initial.Rd           |    1 
 man/getMED.loadings.Rd          |    1 
 man/getMED.mxModel.Rd           |    1 
 man/getMED.output.Rd            |    1 
 man/getMGM.Rd                   |   10 -
 man/getMGM.mxModel.Rd           |    1 
 man/getMGM.output.Rd            |    1 
 man/getMGroup.Rd                |    6 -
 man/getMGroup.initial.Rd        |    1 
 man/getMGroup.mxModel.Rd        |    1 
 man/getMGroup.output.Rd         |    1 
 man/getMIX.Rd                   |    6 -
 man/getMIX.initial.Rd           |    1 
 man/getMIX.mxModel.Rd           |    1 
 man/getMIX.output.Rd            |    1 
 man/getMIX_MED.loadings.Rd      |    1 
 man/getMIX_MULTI.addpara.Rd     |    1 
 man/getMIX_MULTI.loadings.Rd    |    1 
 man/getMIX_TVC.info.Rd          |    1 
 man/getMIX_UNI.addpara.Rd       |    1 
 man/getMIX_UNI.loadings.Rd      |    1 
 man/getMULTI.addpara.Rd         |    1 
 man/getMULTI.initial.Rd         |    1 
 man/getMULTI.loadings.Rd        |    1 
 man/getTVC.info.Rd              |    1 
 man/getTVC.initial.Rd           |    1 
 man/getTVC.mxModel.Rd           |    1 
 man/getTVC.output.Rd            |    1 
 man/getTVCmodel.Rd              |   25 ++--
 man/getUNI.GF.Rd                |    1 
 man/getUNI.addpara.Rd           |    1 
 man/getUNI.initial.Rd           |    1 
 man/getUNI.loadings.Rd          |    1 
 man/getsub.LCSM_l.Rd            |    1 
 man/getsub.LCSM_m.Rd            |    1 
 man/getsub.LGCM_l.Rd            |    1 
 man/getsub.LGCM_m.Rd            |    1 
 man/getsub.MED_l.Rd             |    1 
 man/getsub.MED_m.Rd             |    1 
 man/getsub.MGM_l.Rd             |    1 
 man/getsub.MGM_m.Rd             |    1 
 man/getsub.TVC_l.Rd             |    1 
 man/getsub.TVC_m.Rd             |    1 
 vignettes                       |only
 104 files changed, 330 insertions(+), 163 deletions(-)

More information about nlpsem at CRAN
Permanent link

Package AFFECT updated to version 0.1.1 with previous version 0.1.0 dated 2023-06-01

Title: Accelerated Functional Failure Time Model with Error-Contaminated Survival Times
Description: We aim to deal with data with measurement error in the response and misclassification censoring status under an AFT model. This package primarily contains three functions, which are used to generate artificial data, correction for error-prone data and estimate the functional covariates for an AFT model.
Author: Hsiao-Ting Huang <nikkihuang309700034@gmail.com> [cre,aut] Li-Pang Chen <lchen723@nccu.edu.tw> [aut]
Maintainer: Hsiao-Ting Huang <nikkihuang309700034@gmail.com>

Diff between AFFECT versions 0.1.0 dated 2023-06-01 and 0.1.1 dated 2023-06-04

 AFFECT-0.1.0/AFFECT/man/AFFECCT.Rd                   |only
 AFFECT-0.1.1/AFFECT/DESCRIPTION                      |   11 +++-------
 AFFECT-0.1.1/AFFECT/MD5                              |   20 +++++++++----------
 AFFECT-0.1.1/AFFECT/NAMESPACE                        |    2 -
 AFFECT-0.1.1/AFFECT/R/AFTER.R                        |    2 -
 AFFECT-0.1.1/AFFECT/R/boosting.R                     |    4 +--
 AFFECT-0.1.1/AFFECT/R/data_generation.R              |    2 -
 AFFECT-0.1.1/AFFECT/R/measurement_error_correction.R |    1 
 AFFECT-0.1.1/AFFECT/man/AFFECT.Rd                    |only
 AFFECT-0.1.1/AFFECT/man/Boosting.Rd                  |    2 -
 AFFECT-0.1.1/AFFECT/man/ME_correction.Rd             |    1 
 AFFECT-0.1.1/AFFECT/man/data_gen.Rd                  |    1 
 12 files changed, 21 insertions(+), 25 deletions(-)

More information about AFFECT at CRAN
Permanent link

Package ttservice updated to version 0.3.5 with previous version 0.2.2 dated 2022-06-24

Title: A Service for Tidy Transcriptomics Software Suite
Description: It provides generic methods that are used by more than one package, avoiding conflicts. This package will be imported by 'tidySingleCellExperiment' and 'tidyseurat'.
Author: Stefano Mangiola [aut, cre]
Maintainer: Stefano Mangiola <mangiolastefano@gmail.com>

Diff between ttservice versions 0.2.2 dated 2022-06-24 and 0.3.5 dated 2023-06-04

 DESCRIPTION            |   10 +++++-----
 MD5                    |    9 +++++----
 NAMESPACE              |    1 +
 R/methods.R            |   33 ++++++++++++++++++++++++++++++---
 man/aggregate_cells.Rd |only
 man/join_features.Rd   |    4 ++--
 6 files changed, 43 insertions(+), 14 deletions(-)

More information about ttservice at CRAN
Permanent link

Package mvtnorm updated to version 1.2-1 with previous version 1.2-0 dated 2023-06-02

Title: Multivariate Normal and t Distributions
Description: Computes multivariate normal and t probabilities, quantiles, random deviates, and densities. Log-likelihoods for multivariate Gaussian models and Gaussian copulae parameterised by Cholesky factors of covariance or precision matrices are implemented for interval-censored and exact data, or a mix thereof. Score functions for these log-likelihoods are available. A class representing multiple lower triangular matrices and corresponding methods are part of this package.
Author: Alan Genz [aut], Frank Bretz [aut], Tetsuhisa Miwa [aut], Xuefei Mi [aut], Friedrich Leisch [ctb], Fabian Scheipl [ctb], Bjoern Bornkamp [ctb] , Martin Maechler [ctb] , Torsten Hothorn [aut, cre]
Maintainer: Torsten Hothorn <Torsten.Hothorn@R-project.org>

Diff between mvtnorm versions 1.2-0 dated 2023-06-02 and 1.2-1 dated 2023-06-04

 mvtnorm-1.2-0/mvtnorm/inst/NEWS                       |only
 mvtnorm-1.2-1/mvtnorm/DESCRIPTION                     |    6 +-
 mvtnorm-1.2-1/mvtnorm/MD5                             |   24 +++++------
 mvtnorm-1.2-1/mvtnorm/build/partial.rdb               |binary
 mvtnorm-1.2-1/mvtnorm/inst/NEWS.Rd                    |only
 mvtnorm-1.2-1/mvtnorm/inst/doc/MVT_Rnews.pdf          |binary
 mvtnorm-1.2-1/mvtnorm/inst/doc/lmvnorm_src.R          |   10 ++--
 mvtnorm-1.2-1/mvtnorm/inst/doc/lmvnorm_src.Rnw        |   38 +++++++++---------
 mvtnorm-1.2-1/mvtnorm/inst/doc/lmvnorm_src.pdf        |binary
 mvtnorm-1.2-1/mvtnorm/inst/include/mvtnorm.h          |    5 --
 mvtnorm-1.2-1/mvtnorm/src/lpmvnorm.c                  |   12 ++---
 mvtnorm-1.2-1/mvtnorm/src/mvtnorm.h                   |    5 --
 mvtnorm-1.2-1/mvtnorm/vignettes/lmvnorm_src.Rnw       |   38 +++++++++---------
 mvtnorm-1.2-1/mvtnorm/vignettes/lmvnorm_src.Rout.save |   14 +++---
 14 files changed, 78 insertions(+), 74 deletions(-)

More information about mvtnorm at CRAN
Permanent link


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