Title: Diagnostic Tools for Data Frame Joins
Description: Provides diagnostic tools for understanding and debugging data frame
joins. Analyzes key columns before joining to detect duplicates, mismatches,
encoding issues, and other common problems. Explains unexpected row count
changes and provides safe join wrappers with cardinality enforcement. Concepts
and diagnostics build on tidy data principles as described in 'Wickham' (2014)
<doi:10.18637/jss.v059.i10>.
Author: Gilles Colling [aut, cre, cph]
Maintainer: Gilles Colling <gilles.colling051@gmail.com>
Diff between joinspy versions 0.7.3 dated 2026-01-23 and 0.8.0 dated 2026-03-31
joinspy-0.7.3/joinspy/inst/doc/introduction.R |only joinspy-0.7.3/joinspy/inst/doc/introduction.Rmd |only joinspy-0.7.3/joinspy/inst/doc/introduction.html |only joinspy-0.7.3/joinspy/vignettes/introduction.Rmd |only joinspy-0.8.0/joinspy/DESCRIPTION | 8 joinspy-0.8.0/joinspy/MD5 | 63 joinspy-0.8.0/joinspy/NEWS.md | 21 joinspy-0.8.0/joinspy/R/advanced_patterns.R | 7 joinspy-0.8.0/joinspy/R/backends.R |only joinspy-0.8.0/joinspy/R/join_strict.R | 18 joinspy-0.8.0/joinspy/R/join_wrappers.R | 40 joinspy-0.8.0/joinspy/README.md | 385 +-- joinspy-0.8.0/joinspy/build/vignette.rds |binary joinspy-0.8.0/joinspy/inst/doc/backends.R |only joinspy-0.8.0/joinspy/inst/doc/backends.Rmd |only joinspy-0.8.0/joinspy/inst/doc/backends.html |only joinspy-0.8.0/joinspy/inst/doc/common-issues.R | 255 +- joinspy-0.8.0/joinspy/inst/doc/common-issues.Rmd | 804 ++++--- joinspy-0.8.0/joinspy/inst/doc/common-issues.html | 1085 +++++----- joinspy-0.8.0/joinspy/inst/doc/production.R |only joinspy-0.8.0/joinspy/inst/doc/production.Rmd |only joinspy-0.8.0/joinspy/inst/doc/production.html |only joinspy-0.8.0/joinspy/inst/doc/quickstart.R |only joinspy-0.8.0/joinspy/inst/doc/quickstart.Rmd |only joinspy-0.8.0/joinspy/inst/doc/quickstart.html |only joinspy-0.8.0/joinspy/inst/doc/why-keys-dont-match.R |only joinspy-0.8.0/joinspy/inst/doc/why-keys-dont-match.Rmd |only joinspy-0.8.0/joinspy/inst/doc/why-keys-dont-match.html |only joinspy-0.8.0/joinspy/man/dot-detect_backend.Rd |only joinspy-0.8.0/joinspy/man/dot-join_spy_impl.Rd | 6 joinspy-0.8.0/joinspy/man/dot-perform_join.Rd |only joinspy-0.8.0/joinspy/man/full_join_spy.Rd | 7 joinspy-0.8.0/joinspy/man/inner_join_spy.Rd | 7 joinspy-0.8.0/joinspy/man/join_strict.Rd | 4 joinspy-0.8.0/joinspy/man/joinspy-package.Rd | 2 joinspy-0.8.0/joinspy/man/left_join_spy.Rd | 7 joinspy-0.8.0/joinspy/man/right_join_spy.Rd | 7 joinspy-0.8.0/joinspy/tests/testthat/Rplots.pdf |binary joinspy-0.8.0/joinspy/tests/testthat/test-backends-integration.R |only joinspy-0.8.0/joinspy/tests/testthat/test-backends.R |only joinspy-0.8.0/joinspy/vignettes/backends.Rmd |only joinspy-0.8.0/joinspy/vignettes/common-issues.Rmd | 804 ++++--- joinspy-0.8.0/joinspy/vignettes/production.Rmd |only joinspy-0.8.0/joinspy/vignettes/quickstart.Rmd |only joinspy-0.8.0/joinspy/vignettes/why-keys-dont-match.Rmd |only 45 files changed, 2066 insertions(+), 1464 deletions(-)
Title: Structural Data for Norway
Description: Datasets relating to population in municipalities, municipality/county matching, and how different municipalities have merged/redistricted over time from 2006 to 2024.
Author: Richard Aubrey White [aut, cre] ,
Chi Zhang [aut]
Maintainer: Richard Aubrey White <hello@rwhite.no>
Diff between csdata versions 2024.4.26 dated 2024-04-26 and 2026.3.30 dated 2026-03-31
DESCRIPTION | 28 - MD5 | 22 NEWS.md | 15 R/1_onAttach.R | 2 R/sysdata.rda |binary README.md | 37 - build/vignette.rds |binary inst/doc/csdata.Rmd | 2 inst/doc/csdata.html | 450 +++++++++---------- inst/doc/locations_norway.html | 116 ++-- inst/doc/population_norway.html | 945 +++++++++++++++++++++------------------- vignettes/csdata.Rmd | 2 12 files changed, 848 insertions(+), 771 deletions(-)
More information about CompositionalNAimp at CRAN
Permanent link
Title: An Inclusive, Unifying API for Progress Updates
Description: A minimal, unifying API for scripts and packages to report progress updates from anywhere including when using parallel processing. The package is designed such that the developer can to focus on what progress should be reported on without having to worry about how to present it. The end user has full control of how, where, and when to render these progress updates, e.g. in the terminal using utils::txtProgressBar(), cli::cli_progress_bar(), in a graphical user interface using utils::winProgressBar(), tcltk::tkProgressBar() or shiny::withProgress(), via the speakers using beepr::beep(), or on a file system via the size of a file. Anyone can add additional, customized, progression handlers. The 'progressr' package uses R's condition framework for signaling progress updated. Because of this, progress can be reported from almost anywhere in R, e.g. from classical for and while loops, from map-reduce API:s like the lapply() family of functions, 'purrr', 'plyr', and 'foreach'. It will als [...truncated...]
Author: Henrik Bengtsson [aut, cre, cph]
Maintainer: Henrik Bengtsson <henrikb@braju.com>
Diff between progressr versions 0.18.0 dated 2025-11-06 and 0.19.0 dated 2026-03-31
progressr-0.18.0/progressr/R/progress.R |only progressr-0.18.0/progressr/man/progress.Rd |only progressr-0.18.0/progressr/vignettes/imgs/three_in_chinese.gif |only progressr-0.19.0/progressr/DESCRIPTION | 8 progressr-0.19.0/progressr/MD5 | 156 +- progressr-0.19.0/progressr/NAMESPACE | 2 progressr-0.19.0/progressr/NEWS.md | 69 - progressr-0.19.0/progressr/R/delays.R | 32 progressr-0.19.0/progressr/R/handler_brrr.R |only progressr-0.19.0/progressr/R/handler_cli.R | 12 progressr-0.19.0/progressr/R/handlers.R | 34 progressr-0.19.0/progressr/R/make_progression_handler.R | 1 progressr-0.19.0/progressr/R/progressor.R | 9 progressr-0.19.0/progressr/R/progressr-package.R | 3 progressr-0.19.0/progressr/R/with_progress.R | 14 progressr-0.19.0/progressr/build/vignette.rds |binary progressr-0.19.0/progressr/inst/doc/progressr-01-intro.html | 25 progressr-0.19.0/progressr/inst/doc/progressr-01-intro.md | 28 progressr-0.19.0/progressr/inst/doc/progressr-11-handlers.html | 2 progressr-0.19.0/progressr/inst/doc/progressr-11-handlers.md | 2 progressr-0.19.0/progressr/inst/doc/progressr-21-map-reduce.html | 6 progressr-0.19.0/progressr/inst/doc/progressr-21-map-reduce.md | 6 progressr-0.19.0/progressr/inst/doc/progressr-22-parallel-processing.html | 14 progressr-0.19.0/progressr/inst/doc/progressr-22-parallel-processing.md | 14 progressr-0.19.0/progressr/inst/doc/progressr-25-replace-cli-with-progressr.html | 4 progressr-0.19.0/progressr/inst/doc/progressr-25-replace-cli-with-progressr.md | 6 progressr-0.19.0/progressr/inst/doc/progressr-31-knitr.html | 4 progressr-0.19.0/progressr/inst/doc/progressr-31-knitr.md | 6 progressr-0.19.0/progressr/inst/doc/progressr-91-appendix.html | 28 progressr-0.19.0/progressr/inst/doc/progressr-91-appendix.md | 32 progressr-0.19.0/progressr/inst/testme/_prologue/060.utils.R | 2 progressr-0.19.0/progressr/inst/testme/_prologue/080.options.R | 2 progressr-0.19.0/progressr/inst/testme/deploy.R | 2 progressr-0.19.0/progressr/inst/testme/run.R | 562 +++++----- progressr-0.19.0/progressr/inst/testme/test-debug.R | 11 progressr-0.19.0/progressr/inst/testme/test-handlers.R | 20 progressr-0.19.0/progressr/inst/testme/test-progression.R | 18 progressr-0.19.0/progressr/inst/testme/test-with_progress,delay.R | 2 progressr-0.19.0/progressr/inst/testme/test-with_progress,delay_stdout.R |only progressr-0.19.0/progressr/inst/testme/test-with_progress.R | 11 progressr-0.19.0/progressr/man/figures/progressr-logo.png |only progressr-0.19.0/progressr/man/handler_brrr.Rd |only progressr-0.19.0/progressr/man/handlers.Rd | 23 progressr-0.19.0/progressr/man/progressor.Rd | 4 progressr-0.19.0/progressr/man/progressr.Rd | 3 progressr-0.19.0/progressr/man/with_progress.Rd | 14 progressr-0.19.0/progressr/tests/test-debug.R | 1 progressr-0.19.0/progressr/tests/test-demo.R | 1 progressr-0.19.0/progressr/tests/test-exceptions.R | 1 progressr-0.19.0/progressr/tests/test-globals,relay.R | 1 progressr-0.19.0/progressr/tests/test-handler_cli.R | 1 progressr-0.19.0/progressr/tests/test-handler_filesize.R | 1 progressr-0.19.0/progressr/tests/test-handler_make_progression.R | 1 progressr-0.19.0/progressr/tests/test-handler_pbmcapply.R | 1 progressr-0.19.0/progressr/tests/test-handler_progress.R | 1 progressr-0.19.0/progressr/tests/test-handler_rstudio.R | 1 progressr-0.19.0/progressr/tests/test-handler_shiny.R | 1 progressr-0.19.0/progressr/tests/test-handler_tkprogressbar.R | 1 progressr-0.19.0/progressr/tests/test-handler_txtprogressbar.R | 1 progressr-0.19.0/progressr/tests/test-handlers.R | 1 progressr-0.19.0/progressr/tests/test-progress_aggregator.R | 1 progressr-0.19.0/progressr/tests/test-progression.R | 1 progressr-0.19.0/progressr/tests/test-progressor.R | 1 progressr-0.19.0/progressr/tests/test-utils.R | 1 progressr-0.19.0/progressr/tests/test-with_progress,delay.R | 1 progressr-0.19.0/progressr/tests/test-with_progress,delay_stdout.R |only progressr-0.19.0/progressr/tests/test-with_progress,relay.R | 1 progressr-0.19.0/progressr/tests/test-with_progress.R | 1 progressr-0.19.0/progressr/tests/test-without_progress.R | 1 progressr-0.19.0/progressr/tests/test-zzz,doFuture.R | 1 progressr-0.19.0/progressr/tests/test-zzz,foreach_do.R | 1 progressr-0.19.0/progressr/tests/test-zzz,furrr.R | 1 progressr-0.19.0/progressr/tests/test-zzz,future.apply.R | 1 progressr-0.19.0/progressr/tests/test-zzz,plyr.R | 1 progressr-0.19.0/progressr/tests/test-zzz,purrr.R | 1 progressr-0.19.0/progressr/tests/test-zzz,shiny.R | 1 progressr-0.19.0/progressr/vignettes/progressr-01-intro.md | 28 progressr-0.19.0/progressr/vignettes/progressr-11-handlers.md | 2 progressr-0.19.0/progressr/vignettes/progressr-21-map-reduce.md | 6 progressr-0.19.0/progressr/vignettes/progressr-22-parallel-processing.md | 14 progressr-0.19.0/progressr/vignettes/progressr-25-replace-cli-with-progressr.md | 6 progressr-0.19.0/progressr/vignettes/progressr-31-knitr.md | 6 progressr-0.19.0/progressr/vignettes/progressr-91-appendix.md | 32 83 files changed, 777 insertions(+), 537 deletions(-)
Title: Access the Bangladesh Environmental Mobility Panel Dataset
Description: Provides functions to download and work with the Bangladesh
Environmental Mobility Panel (BEMP), a household panel survey tracing
the impacts of riverbank erosion and flooding on (im)mobility,
socio-economic outcomes, and political attitudes along the Jamuna River
in Bangladesh (2021-2024). Wave datasets (20 files across 14 survey
rounds) are hosted on Zenodo
(<doi:10.5281/zenodo.18229497>) and downloaded on demand with
local caching. Bundled data include a merged cross-wave codebook and
wave metadata.
Author: Jan Freihardt [aut, cre]
Maintainer: Jan Freihardt <fjan@ethz.ch>
Diff between BEMPdata versions 0.2.1 dated 2026-03-09 and 0.2.3 dated 2026-03-31
DESCRIPTION | 11 MD5 | 29 R/data.R | 2 R/get_codebook.R | 6 R/get_wave.R | 6 R/utils.R | 4 README.md | 187 - data/codebook.rda |binary inst/shiny/bemp_explorer/global.R | 164 + inst/shiny/bemp_explorer/rsconnect/shinyapps.io/b68gkn-janfreihardt/bemp-explorer.dcf | 2 inst/shiny/bemp_explorer/server.R | 1343 ++++++++-- inst/shiny/bemp_explorer/ui.R | 226 + man/codebook.Rd | 2 man/get_codebook.Rd | 6 man/get_wave.Rd | 6 tests/testthat/setup.R |only 16 files changed, 1677 insertions(+), 317 deletions(-)
Title: High-Dimensional Functional Time Series Analysis
Description: Offers methods for visualising, modelling, and forecasting high-dimensional functional time series, also known as functional panel data. Documentation about 'hdftsa' is initially provided via the paper by Cristian F. Jimenez-Varon, Ying Sun and Han Lin Shang (2024, Journal of Computational and Graphical Statistics).
Author: Han Lin Shang [aut, cre]
Maintainer: Han Lin Shang <hanlin.shang@mq.edu.au>
Diff between hdftsa versions 1.0 dated 2025-01-24 and 1.1 dated 2026-03-31
hdftsa-1.0/hdftsa/R/FANOVA.R |only hdftsa-1.0/hdftsa/R/One_way_Residuals.R |only hdftsa-1.0/hdftsa/R/Two_way_Residuals.R |only hdftsa-1.0/hdftsa/R/Two_way_Residuals_means.R |only hdftsa-1.0/hdftsa/man/FANOVA.Rd |only hdftsa-1.0/hdftsa/man/One_way_Residuals.Rd |only hdftsa-1.0/hdftsa/man/Two_way_Residuals.Rd |only hdftsa-1.0/hdftsa/man/Two_way_Residuals_means.Rd |only hdftsa-1.1/hdftsa/ChangeLog |only hdftsa-1.1/hdftsa/DESCRIPTION | 20 ++-- hdftsa-1.1/hdftsa/MD5 | 61 +++++++++++---- hdftsa-1.1/hdftsa/NAMESPACE | 24 ++++- hdftsa-1.1/hdftsa/R/FRE_means_oneway.R |only hdftsa-1.1/hdftsa/R/LOS.R |only hdftsa-1.1/hdftsa/R/MFPCA.R |only hdftsa-1.1/hdftsa/R/One_way_mean.R |only hdftsa-1.1/hdftsa/R/One_way_mean_residuals.R |only hdftsa-1.1/hdftsa/R/One_way_median_polish_residuals.R |only hdftsa-1.1/hdftsa/R/Two_way_mean.R |only hdftsa-1.1/hdftsa/R/Two_way_mean_residuals.R |only hdftsa-1.1/hdftsa/R/Two_way_median_polish_residuals.R |only hdftsa-1.1/hdftsa/R/dfpca.R |only hdftsa-1.1/hdftsa/R/dmfpca.R |only hdftsa-1.1/hdftsa/R/forecast.hdfpca.R |only hdftsa-1.1/hdftsa/R/hdfpca.R |only hdftsa-1.1/hdftsa/R/hdpca.R |only hdftsa-1.1/hdftsa/R/mftsc.R |only hdftsa-1.1/hdftsa/R/mftsc_DFPCA.R |only hdftsa-1.1/hdftsa/R/mu_hat_oneway.R |only hdftsa-1.1/hdftsa/R/sco.resamp.R |only hdftsa-1.1/hdftsa/R/tsse.R |only hdftsa-1.1/hdftsa/R/wtflat.R |only hdftsa-1.1/hdftsa/build/partial.rdb |binary hdftsa-1.1/hdftsa/data |only hdftsa-1.1/hdftsa/man/MFPCA.Rd |only hdftsa-1.1/hdftsa/man/One_way_mean.Rd |only hdftsa-1.1/hdftsa/man/One_way_mean_residuals.Rd |only hdftsa-1.1/hdftsa/man/One_way_median_polish.Rd | 14 +-- hdftsa-1.1/hdftsa/man/One_way_median_polish_residuals.Rd |only hdftsa-1.1/hdftsa/man/Two_way_mean.Rd |only hdftsa-1.1/hdftsa/man/Two_way_mean_residuals.Rd |only hdftsa-1.1/hdftsa/man/Two_way_median_polish.Rd | 2 hdftsa-1.1/hdftsa/man/Two_way_median_polish_residuals.Rd |only hdftsa-1.1/hdftsa/man/all_hmd_female_data.Rd |only hdftsa-1.1/hdftsa/man/all_hmd_male_data.Rd |only hdftsa-1.1/hdftsa/man/dmfpca.Rd |only hdftsa-1.1/hdftsa/man/forecast.hdfpca.Rd |only hdftsa-1.1/hdftsa/man/hd_data.Rd |only hdftsa-1.1/hdftsa/man/hdfpca.Rd |only hdftsa-1.1/hdftsa/man/hdftsa-package.Rd | 18 +++- hdftsa-1.1/hdftsa/man/mftsc.Rd |only hdftsa-1.1/hdftsa/man/sim_ex_cluster.Rd |only 52 files changed, 101 insertions(+), 38 deletions(-)
Title: Draw Venn Diagrams
Description: A close to zero dependency package to draw and display Venn
diagrams up to 7 sets, and any Boolean union of set intersections.
Author: Adrian Dusa [aut, cre, cph]
Maintainer: Adrian Dusa <dusa.adrian@unibuc.ro>
Diff between venn versions 1.12 dated 2024-01-08 and 1.13 dated 2026-03-31
DESCRIPTION | 11 MD5 | 29 R/checkZone.R | 91 +- R/extractDisjunctions.R |only R/extractInfo.R | 202 +++--- R/getCentroid.R | 105 +-- R/getZones.R | 358 ++++++----- R/openPlot.R | 145 ++-- R/plotRules.R | 723 ++++++++++++---------- R/sysdata.rda |binary R/utils.R | 15 R/venn.R | 1542 ++++++++++++++++++++++++++---------------------- inst/ChangeLog | 177 ++--- man/extractInfo.Rd | 24 man/venn.Rd | 4 man/venn_package.Rd | 78 +- 16 files changed, 1941 insertions(+), 1563 deletions(-)
Title: Functional Time Series Analysis
Description: Functions for visualizing, modeling, forecasting and hypothesis testing of functional time series.
Author: Rob Hyndman [aut] ,
Han Lin Shang [aut, cre, cph]
Maintainer: Han Lin Shang <hanlin.shang@mq.edu.au>
Diff between ftsa versions 6.6 dated 2025-02-22 and 6.7 dated 2026-03-31
ftsa-6.6/ftsa/R/DFPCA.R |only ftsa-6.6/ftsa/R/LOS.R |only ftsa-6.6/ftsa/R/MFPCA.R |only ftsa-6.6/ftsa/R/dmfpca.R |only ftsa-6.6/ftsa/R/forecast.hdfpca.R |only ftsa-6.6/ftsa/R/hdfpca.R |only ftsa-6.6/ftsa/R/mftsc.R |only ftsa-6.6/ftsa/R/tsse.R |only ftsa-6.6/ftsa/data/all_hmd_female_data.rda |only ftsa-6.6/ftsa/data/all_hmd_male_data.rda |only ftsa-6.6/ftsa/data/hd_data.rda |only ftsa-6.6/ftsa/data/sim_ex_cluster.rda |only ftsa-6.6/ftsa/data/sim_ex_cluster.smooth.rda |only ftsa-6.6/ftsa/man/MFPCA.Rd |only ftsa-6.6/ftsa/man/all_hmd_female_data.Rd |only ftsa-6.6/ftsa/man/all_hmd_male_data.Rd |only ftsa-6.6/ftsa/man/dmfpca.Rd |only ftsa-6.6/ftsa/man/forecast.hdfpca.Rd |only ftsa-6.6/ftsa/man/hd_data.Rd |only ftsa-6.6/ftsa/man/hdfpca.Rd |only ftsa-6.6/ftsa/man/mftsc.Rd |only ftsa-6.6/ftsa/man/sim_ex_cluster.Rd |only ftsa-6.7/ftsa/ChangeLog | 8 ++++ ftsa-6.7/ftsa/DESCRIPTION | 13 +++---- ftsa-6.7/ftsa/MD5 | 43 ++++++++--------------- ftsa-6.7/ftsa/NAMESPACE | 11 ++---- ftsa-6.7/ftsa/R/BrownMat.R |only ftsa-6.7/ftsa/R/H_estimate_RS.R |only ftsa-6.7/ftsa/R/MAphi.R |only ftsa-6.7/ftsa/R/dfpca.R |only ftsa-6.7/ftsa/R/fdpca.R | 2 - ftsa-6.7/ftsa/R/funARMat.R |only ftsa-6.7/ftsa/R/funIntegral.R |only ftsa-6.7/ftsa/R/funKernel.R |only ftsa-6.7/ftsa/R/funMAMat.R |only ftsa-6.7/ftsa/R/sim_FARMA.R |only ftsa-6.7/ftsa/man/H_estimate_RS.Rd |only ftsa-6.7/ftsa/man/ftsa-package.Rd | 49 +++++++++++++++++++++++---- ftsa-6.7/ftsa/man/sim_FARMA.Rd |only 39 files changed, 78 insertions(+), 48 deletions(-)
Title: Read and Write Rectangular Text Data Quickly
Description: The goal of 'vroom' is to read and write data (like 'csv',
'tsv' and 'fwf') quickly. When reading it uses a quick initial
indexing step, then reads the values lazily , so only the data you
actually use needs to be read. The writer formats the data in
parallel and writes to disk asynchronously from formatting.
Author: Jim Hester [aut] ,
Hadley Wickham [aut] ,
Jennifer Bryan [aut, cre] ,
Shelby Bearrows [ctb],
https://github.com/mandreyel/ [cph] ,
Jukka Jylaenki [cph] ,
Mikkel Joergensen [cph] ,
Posit Software, PBC [cph, fnd]
Maintainer: Jennifer Bryan <jenny@posit.co>
Diff between vroom versions 1.7.0 dated 2026-01-27 and 1.7.1 dated 2026-03-31
DESCRIPTION | 6 +++--- MD5 | 14 +++++++------- NEWS.md | 6 ++++++ inst/doc/vroom.html | 8 ++++---- src/vroom_errors.h | 6 ++++-- src/vroom_write.cc | 2 +- tests/testthat/test-connection.R | 12 ++++++++---- tests/testthat/test-vroom_fwf.R | 3 ++- 8 files changed, 35 insertions(+), 22 deletions(-)
Title: Linear Networks Functionality of the 'spatstat' Family
Description: Defines types of spatial data on a linear network
and provides functionality for geometrical operations,
data analysis and modelling of data on a linear network,
in the 'spatstat' family of packages.
Contains definitions and support for linear networks, including creation of networks, geometrical measurements, topological connectivity, geometrical operations such as inserting and deleting vertices, intersecting a network with another object, and interactive editing of networks.
Data types defined on a network include point patterns, pixel images, functions, and tessellations.
Exploratory methods include kernel estimation of intensity on a network, K-functions and pair correlation functions on a network, simulation envelopes, nearest neighbour distance and empty space distance, relative risk estimation with cross-validated bandwidth selection. Formal hypothesis tests of random pattern (chi-squared, Kolmogorov-Smirnov, Monte Carlo, Diggle-Cressie-Loosmore-Ford, Dao-Genton, two-stage Mont [...truncated...]
Author: Adrian Baddeley [aut, cre, cph] ,
Rolf Turner [aut, cph] ,
Ege Rubak [aut, cph] ,
Greg McSwiggan [aut, cph],
Tilman Davies [ctb, cph],
Mehdi Moradi [ctb, cph],
Suman Rakshit [ctb, cph],
Ottmar Cronie [ctb]
Maintainer: Adrian Baddeley <Adrian.Baddeley@curtin.edu.au>
Diff between spatstat.linnet versions 3.4-1 dated 2026-01-31 and 3.5-0 dated 2026-03-31
DESCRIPTION | 16 ++++---- MD5 | 48 ++++++++++++------------ NAMESPACE | 2 + NEWS | 46 +++++++++++++++++++++++ R/envelopelpp.R | 4 ++ R/linearK.R | 78 ---------------------------------------- R/linearKmulti.R | 15 ++++--- R/linearpcfmulti.R | 17 +++++--- R/lintess.R | 18 ++++++++- R/quadratcountlpp.R | 9 +++- R/resolve.lambdalpp.R |only build/partial.rdb |binary inst/doc/packagesizes.txt | 1 inst/info/packagesizes.txt | 1 man/Smooth.lpp.Rd | 3 + man/density.lpp.Rd | 5 +- man/envelope.lpp.Rd | 14 +++++-- man/linearKcross.inhom.Rd | 23 +++++++++-- man/linearKdot.inhom.Rd | 40 ++++++++++++++++++-- man/linearpcfcross.inhom.Rd | 23 +++++++++-- man/linearpcfdot.inhom.Rd | 40 ++++++++++++++++++-- man/macros/defns.Rd | 3 + man/mergeTiles.lintess.Rd |only man/spatstat.linnet-internal.Rd | 6 +-- tests/testsAtoK.R | 2 - tests/testsL.R | 14 +++++++ 26 files changed, 279 insertions(+), 149 deletions(-)
More information about spatstat.linnet at CRAN
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Title: Structure for Organizing Monte Carlo Simulation Designs
Description: Provides tools to safely and efficiently organize and execute
Monte Carlo simulation experiments in R.
The package controls the structure and back-end of Monte Carlo simulation experiments
by utilizing a generate-analyse-summarise workflow. The workflow safeguards against
common simulation coding issues, such as automatically re-simulating non-convergent results,
prevents inadvertently overwriting simulation files, catches error and warning messages
during execution, implicitly supports parallel processing with high-quality random number
generation, and provides tools for managing high-performance computing (HPC) array jobs
submitted to schedulers such as SLURM. For a pedagogical introduction to the package see
Sigal and Chalmers (2016) <doi:10.1080/10691898.2016.1246953>. For a more in-depth overview of
the package and its design philosophy see Chalmers and Adkins (2020) <doi:10.20982/tqmp.16.4.p248>.
Author: Phil Chalmers [aut, cre] ,
Matthew Sigal [ctb],
Ogreden Oguzhan [ctb],
Mikko Roenkkoe [aut],
Moritz Ketzer [ctb]
Maintainer: Phil Chalmers <rphilip.chalmers@gmail.com>
Diff between SimDesign versions 2.24 dated 2026-02-24 and 2.25 dated 2026-03-31
DESCRIPTION | 10 +- MD5 | 138 ++++++++++++++------------- NAMESPACE | 11 ++ NEWS.md | 20 +++- R/RobbinsMonro.R | 2 R/SimAnova.R | 2 R/SimCheck.R | 2 R/SimClean.R | 3 R/SimCollect.R | 2 R/SimDesign.R | 4 R/SimErrors.R |only R/SimExtract.R | 12 +- R/SimFunctions.R | 4 R/SimResults.R | 11 +- R/SimSolve.R | 4 R/SimWarnings.R |only R/analysis.R | 9 + R/descript.R | 110 +++++++++------------- R/manageMessages.R | 2 R/manageWarnings.R | 2 R/reSummarise.R | 2 R/rtruncate.R | 2 R/runArraySimulation.R | 15 +-- R/runSimulation.R | 76 +++++++++------ R/util.R | 32 +++++- README.md | 4 build/partial.rdb |binary build/vignette.rds |binary inst/doc/Catch_errors.R | 102 +++++++++++--------- inst/doc/Catch_errors.Rmd | 152 +++++++++++++++++------------- inst/doc/Catch_errors.html | 193 +++++++++++++++++++++++---------------- inst/doc/Fixed_obj_fun.Rmd | 2 inst/doc/Fixed_obj_fun.html | 12 +- inst/doc/HPC-computing.R | 8 + inst/doc/HPC-computing.Rmd | 13 +- inst/doc/HPC-computing.html | 21 ++-- inst/doc/MultipleAnalyses.html | 4 inst/doc/Parallel-computing.Rmd | 6 - inst/doc/Parallel-computing.html | 10 +- inst/doc/Saving-results.R | 2 inst/doc/Saving-results.Rmd | 6 - inst/doc/Saving-results.html | 18 ++- inst/doc/SimDesign-intro.R | 8 + inst/doc/SimDesign-intro.Rmd | 13 ++ inst/doc/SimDesign-intro.html | 112 ++++++++++++++++++++++ man/BF_sim.Rd | 2 man/RobbinsMonro.Rd | 2 man/SimAnova.Rd | 2 man/SimClean.Rd | 3 man/SimErrors.Rd |only man/SimExtract.Rd | 13 +- man/SimFunctions.Rd | 2 man/SimRead.Rd |only man/SimResults.Rd | 9 + man/SimSolve.Rd | 2 man/SimWarnings.Rd |only man/descript.Rd | 31 ++++-- man/manageMessages.Rd | 2 man/manageWarnings.Rd | 2 man/reexports.Rd |only man/rtruncate.Rd | 2 man/runArraySimulation.Rd | 15 +-- man/runSimulation.Rd | 53 ++++++---- tests/tests/mysim-1 |only tests/tests/mysim-1rds |only tests/tests/test-01-core.R | 2 tests/tests/test-02-aggregate.R | 2 tests/tests/test-03-array.R | 2 vignettes/Catch_errors.Rmd | 152 +++++++++++++++++------------- vignettes/Fixed_obj_fun.Rmd | 2 vignettes/HPC-computing.Rmd | 13 +- vignettes/Parallel-computing.Rmd | 6 - vignettes/Saving-results.Rmd | 6 - vignettes/SimDesign-intro.Rmd | 13 ++ 74 files changed, 924 insertions(+), 575 deletions(-)
Title: Sampling Algorithms and Spatially Balanced Sampling
Description: Fast tools for unequal probability sampling in multi-dimensional spaces, implemented in Rust for high performance.
The package offers a wide range of methods, including Sampford (Sampford, 1967, <doi:10.1093/biomet/54.3-4.499>) and correlated Poisson sampling (Bondesson and Thorburn, 2008, <doi:10.1111/j.1467-9469.2008.00596.x>), pivotal sampling (Deville and Tillé, 1998, <doi:10.1093/biomet/91.4.893>), and balanced sampling such as the cube method (Deville and Tillé, 2004, <doi:10.1093/biomet/91.4.893>) to ensure auxiliary totals are respected.
Spatially balanced approaches, including the local pivotal method (Grafström et al., 2012, <doi:10.1111/j.1541-0420.2011.01699.x>), spatially correlated Poisson sampling (Grafström, 2012, <doi:10.1016/j.jspi.2011.07.003>), and locally correlated Poisson sampling (Prentius, 2024, <doi:10.1002/env.2832>), provide efficient designs when the target variable is linked to auxiliary information.
Author: Wilmer Prentius [aut, cre] ,
Anton Grafstroem [ctb] ,
Authors of the dependent Rust crates [aut]
Maintainer: Wilmer Prentius <wilmer.prentius@slu.se>
Diff between rsamplr versions 0.1.1 dated 2025-09-11 and 0.2.0 dated 2026-03-31
DESCRIPTION | 12 - LICENSE.note | 48 ++--- MD5 | 48 +++-- NAMESPACE | 12 + R/000-wrappers.R | 34 +++ R/distributional_designs.R |only R/draw.R |only R/spatial_balance.R | 92 ++++++++++ R/unequal_probability_sampling.R | 13 - R/utils.R | 10 - configure | 26 +++ inst/AUTHORS.md | 29 +-- man/distributional_designs.Rd |only man/distributional_designs_iter.Rd |only man/dot-dbd_defaults.Rd |only man/dot-sampling_defaults.Rd | 4 man/draw.dbd.Rd |only man/spatial_balance_measure.Rd | 66 +++++++ src/Makevars.in | 4 src/init.c | 42 +++- src/rust/Cargo.lock | 72 ++++---- src/rust/Cargo.toml | 18 +- src/rust/api.h | 8 src/rust/src/lib.rs | 316 +++++++++++++++++++++++++++---------- src/rust/src/matrix.rs | 11 - src/rust/src/random.rs | 37 ++-- src/rust/src/utils.rs | 6 src/rust/vendor.tar.xz |binary 28 files changed, 650 insertions(+), 258 deletions(-)
Title: Visualize Simple 2-D Decision Tree Partitions
Description: Visualize the partitions of simple decision trees, involving one or
two predictors, on the scale of the original data. Provides an intuitive
alternative to traditional tree diagrams, by visualizing how a decision tree
divides the predictor space in a simple 2D plot alongside the original data.
The 'parttree' package supports both classification and regression trees
from 'rpart' and 'partykit', as well as trees produced by popular frontend
systems like 'tidymodels' and 'mlr3'. Visualization methods are provided for
both base R graphics and 'ggplot2'.
Author: Grant McDermott [aut, cre] ,
Achim Zeileis [ctb] ,
Brian Heseung Kim [ctb] ,
Julia Silge [ctb]
Maintainer: Grant McDermott <contact@grantmcdermott.com>
Diff between parttree versions 0.1.2 dated 2026-01-15 and 0.1.3 dated 2026-03-31
DESCRIPTION | 12 ++++++------ MD5 | 6 +++--- NEWS.md | 8 ++++++++ build/vignette.rds |binary 4 files changed, 17 insertions(+), 9 deletions(-)
Title: High-Dimensional Undirected Graph Estimation
Description: Provides a general framework for
high-dimensional undirected graph estimation. It integrates
data preprocessing, neighborhood screening, graph estimation,
and model selection techniques into a pipeline. In
preprocessing stage, the nonparanormal(npn) transformation is
applied to help relax the normality assumption. In the graph
estimation stage, the graph structure is estimated by
Meinshausen-Buhlmann graph estimation, the graphical lasso,
or the TIGER (tuning-insensitive graph estimation and
regression) method, and the first two can be further
accelerated by the lossy screening rule preselecting the
neighborhood of each variable by correlation thresholding. We
target on high-dimensional data analysis usually d >> n, and
the computation is memory-optimized using the sparse matrix
output. We also provide a computationally efficient approach,
correlation thresholding graph estimation. Three
regularization/thresholding parameter selection methods are
included in this package: (1)stab [...truncated...]
Author: Haoming Jiang [aut],
Xinyu Fei [aut],
Han Liu [aut],
Kathryn Roeder [aut],
John Lafferty [aut],
Larry Wasserman [aut],
Xingguo Li [aut],
Tuo Zhao [aut, cre]
Maintainer: Tuo Zhao <tourzhao@gatech.edu>
Diff between huge versions 1.5 dated 2026-03-11 and 1.5.1 dated 2026-03-31
huge-1.5.1/huge/DESCRIPTION | 6 - huge-1.5.1/huge/MD5 | 37 +++---- huge-1.5.1/huge/NEWS.md | 15 ++ huge-1.5.1/huge/R/huge.R | 6 - huge-1.5.1/huge/R/huge.ct.R | 2 huge-1.5.1/huge/R/huge.generator.R | 3 huge-1.5.1/huge/R/huge.glasso.R | 2 huge-1.5.1/huge/R/huge.mb.R | 5 huge-1.5.1/huge/R/huge.select.R | 18 +++ huge-1.5.1/huge/R/huge.tiger.R | 4 huge-1.5.1/huge/inst/doc/huge.pdf |binary huge-1.5.1/huge/man/huge.Rd | 4 huge-1.5.1/huge/man/huge.ct.Rd | 2 huge-1.5.1/huge/man/huge.glasso.Rd | 4 huge-1.5.1/huge/man/huge.mb.Rd | 4 huge-1.5.1/huge/man/huge.select.Rd | 2 huge-1.5.1/huge/man/huge.tiger.Rd | 2 huge-1.5.1/huge/man/plot.huge.Rd | 2 huge-1.5.1/huge/src/huge_core.cpp | 194 +++++++++++-------------------------- huge-1.5/huge/build |only 20 files changed, 133 insertions(+), 179 deletions(-)
Title: Fit the Vector Autoregressive Model for Multiple Individuals
Description: Fit the vector autoregressive model for multiple individuals
using the 'OpenMx' package (Hunter, 2017 <doi:10.1080/10705511.2017.1369354>).
Author: Ivan Jacob Agaloos Pesigan [aut, cre, cph]
Maintainer: Ivan Jacob Agaloos Pesigan <r.jeksterslab@gmail.com>
Diff between fitVARMxID versions 1.0.2 dated 2026-02-27 and 1.0.3 dated 2026-03-31
DESCRIPTION | 8 MD5 | 34 - NEWS.md | 8 R/fitVARMxID-algebras-dot.R | 178 ---------- R/fitVARMxID-beta-dot.R | 36 +- R/fitVARMxID-build-model-id-dot.R | 30 - R/fitVARMxID-fit-dt-var-mx-id-dot.R | 24 - R/fitVARMxID-fit-dt-var-mx-id.R | 22 - R/mxHelper-ctvar-beta-values-dot.R | 2 R/mxHelper-ensure-good-hessian-dot.R | 2 R/mxHelper-run-dot.R | 9 build/partial.rdb |binary man/FitVARMxID.Rd | 30 + man/LDL.Rd | 6 man/Softplus.Rd | 6 man/fitVARMxID-package.Rd | 5 tests/testthat/test-fitVARMxID-beta-fixed-false-null-ct.R | 19 - tests/testthat/test-fitVARMxID-beta-fixed-false-null-values-ct.R | 6 18 files changed, 136 insertions(+), 289 deletions(-)
Title: Adjust Estimates of Learning for Guessing
Description: Provides tools to adjust estimates of learning for guessing-related
bias in educational and survey research. Implements standard guessing
correction methods and a sophisticated latent class model that leverages
informative pre-post test transitions to account for guessing behavior.
The package helps researchers obtain more accurate estimates of actual
learning when respondents may guess on closed-ended knowledge items.
For theoretical background and empirical validation, see Cor and Sood (2018)
<https://gsood.com/research/papers/guess.pdf>.
Author: Gaurav Sood [aut, cre],
Ken Cor [aut]
Maintainer: Gaurav Sood <gsood07@gmail.com>
Diff between guess versions 0.2.1 dated 2025-12-15 and 0.3.0 dated 2026-03-31
guess-0.2.1/guess/tests/README.html |only guess-0.2.1/guess/tests/README.md |only guess-0.3.0/guess/DESCRIPTION | 8 guess-0.3.0/guess/MD5 | 59 ++- guess-0.3.0/guess/NAMESPACE | 7 guess-0.3.0/guess/NEWS.md | 39 ++ guess-0.3.0/guess/R/fit_unified.R | 9 guess-0.3.0/guess/R/group_adj.R | 4 guess-0.3.0/guess/R/internal-helpers.R | 11 guess-0.3.0/guess/R/lca_cor.R | 12 guess-0.3.0/guess/R/lca_subset.R | 4 guess-0.3.0/guess/R/multi_transmat.R | 7 guess-0.3.0/guess/R/nona.R | 9 guess-0.3.0/guess/R/transmat.R | 20 - guess-0.3.0/guess/R/utils-matrix.R | 2 guess-0.3.0/guess/R/utils-validation.R | 151 +++++++--- guess-0.3.0/guess/README.md | 28 + guess-0.3.0/guess/build/vignette.rds |binary guess-0.3.0/guess/inst/WORDLIST | 2 guess-0.3.0/guess/inst/doc/using_guess.html | 4 guess-0.3.0/guess/man/validate_dk.Rd |only guess-0.3.0/guess/man/validate_equal_length.Rd |only guess-0.3.0/guess/man/validate_matrix.Rd |only guess-0.3.0/guess/man/validate_required.Rd |only guess-0.3.0/guess/man/validate_subgroup.Rd |only guess-0.3.0/guess/man/zero1.Rd |only guess-0.3.0/guess/tests/testthat/helper-simulation.R |only guess-0.3.0/guess/tests/testthat/test-comprehensive-battery.R | 4 guess-0.3.0/guess/tests/testthat/test-econometric-formula-derivation.R |only guess-0.3.0/guess/tests/testthat/test-econometric-identification.R |only guess-0.3.0/guess/tests/testthat/test-econometric-likelihood.R |only guess-0.3.0/guess/tests/testthat/test-econometric-parameter-recovery.R |only guess-0.3.0/guess/tests/testthat/test-econometric-se-validation.R |only guess-0.3.0/guess/tests/testthat/test-fit-unified.R | 8 guess-0.3.0/guess/tests/testthat/test-lca-adj.R |only guess-0.3.0/guess/tests/testthat/test-lca-cor.R | 12 guess-0.3.0/guess/tests/testthat/test-multi-transmat.R | 12 guess-0.3.0/guess/tests/testthat/test-utils.R | 62 ++-- 38 files changed, 322 insertions(+), 152 deletions(-)