Title: Weighting for Covariate Balance in Observational Studies
Description: Generates balancing weights for causal effect estimation in observational studies with
binary, multi-category, or continuous point or longitudinal treatments by easing and
extending the functionality of several R packages and providing in-house estimation methods.
Available methods include those that rely on parametric modeling, optimization, and machine learning. Also
allows for assessment of weights and checking of covariate balance by interfacing directly
with the 'cobalt' package. Methods for estimating weighted regression models that take into account
uncertainty in the estimation of the weights via M-estimation or bootstrapping are available. See the vignette "Installing Supporting Packages" for instructions on how
to install any package 'WeightIt' uses, including those that may not be on CRAN.
Author: Noah Greifer [aut, cre]
Maintainer: Noah Greifer <noah.greifer@gmail.com>
Diff between WeightIt versions 1.5.0 dated 2025-09-18 and 1.5.1 dated 2025-11-15
DESCRIPTION | 6 MD5 | 82 +++++------ NEWS.md | 14 + R/anova.glm_weightit.R | 4 R/calibrate.R | 81 ++++++++--- R/chk-utilities.R | 21 +- R/dist_functions.R | 12 - R/functions_for_processing.R | 93 +++++++++--- R/get_w_from_ps.R | 2 R/glm_weightit-methods.R | 99 +++++++------ R/glm_weightit_helpers.R | 107 ++++++++++---- R/multinom_weightit.R | 11 - R/ordinal_weightit.R | 4 R/predict.glm_weightit.R | 276 +++++++++++++------------------------- R/summary.weightit.R | 4 R/trim.R | 5 R/utils.R | 45 ++++-- R/weightit.R | 41 ++++- R/weightit2bart.R | 27 +-- R/weightit2cbps.R | 70 ++++----- R/weightit2ebal.R | 83 ++++------- R/weightit2gbm.R | 20 -- R/weightit2glm.R | 22 +-- R/weightit2ipt.R | 45 ++---- R/weightit2npcbps.R | 36 +--- R/weightit2optweight.R | 10 - R/weightit2super.R | 54 ++----- R/weightitMSM.R | 37 +++-- R/weightit_methods.R | 5 build/stage23.rdb |binary build/vignette.rds |binary inst/doc/WeightIt.Rmd | 2 inst/doc/WeightIt.html | 154 ++++++++++----------- inst/doc/estimating-effects.html | 9 - inst/doc/installing-packages.html | 9 - man/calibrate.Rd | 4 man/dot-weightit_methods.Rd | 4 man/method_gbm.Rd | 2 man/method_super.Rd | 2 man/predict.glm_weightit.Rd | 9 + tests/testthat/test-method_ebal.R | 9 + vignettes/WeightIt.Rmd | 2 42 files changed, 798 insertions(+), 724 deletions(-)
Title: Compare Data Frames
Description: A toolset for interactively exploring the differences between two data frames.
Author: Ryan Dickerson [aut, cre, cph],
Eli Pousson [ctb]
Maintainer: Ryan Dickerson <fresh.tent5866@fastmail.com>
Diff between versus versions 0.3.0 dated 2024-01-11 and 0.3.1 dated 2025-11-15
versus-0.3.0/versus/src |only versus-0.3.1/versus/DESCRIPTION | 20 - versus-0.3.1/versus/MD5 | 62 +-- versus-0.3.1/versus/NAMESPACE | 1 versus-0.3.1/versus/NEWS.md | 17 + versus-0.3.1/versus/R/compare.R | 97 ++++- versus-0.3.1/versus/R/get-diff-rows.R | 4 versus-0.3.1/versus/R/helpers.R | 17 - versus-0.3.1/versus/R/slice-diffs.R | 11 versus-0.3.1/versus/R/slice-unmatched.R | 9 versus-0.3.1/versus/R/value-diffs.R | 47 +- versus-0.3.1/versus/R/versus.R | 2 versus-0.3.1/versus/R/weave-diffs.R | 40 ++ versus-0.3.1/versus/README.md | 18 - versus-0.3.1/versus/man/compare.Rd | 17 - versus-0.3.1/versus/man/slice_diffs.Rd | 9 versus-0.3.1/versus/man/slice_unmatched.Rd | 9 versus-0.3.1/versus/man/value-diffs.Rd | 26 - versus-0.3.1/versus/man/versus-package.Rd | 5 versus-0.3.1/versus/man/weave_diffs.Rd | 8 versus-0.3.1/versus/tests/testthat/_snaps/compare.md | 179 +++++++++-- versus-0.3.1/versus/tests/testthat/_snaps/helpers.md |only versus-0.3.1/versus/tests/testthat/_snaps/slice-diffs.md | 70 ++++ versus-0.3.1/versus/tests/testthat/_snaps/slice-unmatched.md | 25 + versus-0.3.1/versus/tests/testthat/_snaps/value-diffs.md | 24 + versus-0.3.1/versus/tests/testthat/_snaps/weave-diffs.md | 79 ++++ versus-0.3.1/versus/tests/testthat/test-compare.R | 30 + versus-0.3.1/versus/tests/testthat/test-get-diff-rows.R | 33 +- versus-0.3.1/versus/tests/testthat/test-helpers.R | 50 +++ versus-0.3.1/versus/tests/testthat/test-slice-diffs.R | 21 + versus-0.3.1/versus/tests/testthat/test-slice-unmatched.R | 15 versus-0.3.1/versus/tests/testthat/test-value-diffs.R | 10 versus-0.3.1/versus/tests/testthat/test-weave-diffs.R | 34 ++ 33 files changed, 809 insertions(+), 180 deletions(-)
Title: Bayesian Analysis of Generalized Linear Models with Historical
Data
Description: User-friendly functions for leveraging (multiple) historical data set(s) in Bayesian analysis of generalized
linear models (GLMs) and survival models, along with support for Bayesian model averaging (BMA). The package provides
functions for sampling from posterior distributions under various informative priors, including the prior induced by the
Bayesian hierarchical model, power prior by Ibrahim and Chen (2000) <doi:10.1214/ss/1009212673>, normalized power prior by
Duan et al. (2006) <doi:10.1002/env.752>, normalized asymptotic power prior by Ibrahim et al. (2015) <doi:10.1002/sim.6728>,
commensurate prior by Hobbs et al. (2011) <doi:10.1111/j.1541-0420.2011.01564.x>, robust meta-analytic-predictive
prior by Schmidli et al. (2014) <doi:10.1111/biom.12242>, latent exchangeability prior by Alt et al. (2024)
<doi:10.1093/biomtc/ujae083>, and a normal (or half-normal) prior. The package also includes functions for computing
model averaging weights, such [...truncated...]
Author: Ethan M. Alt [aut, cre, cph] ,
Xinxin Chen [aut],
Luiz M. Carvalho [aut],
Joseph G. Ibrahim [aut],
Xiuya Chang [ctb]
Maintainer: Ethan M. Alt <ethanalt@live.unc.edu>
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|only hdbayes-0.2.0/hdbayes/src/stan/pwe_leap.stan |only hdbayes-0.2.0/hdbayes/src/stan/pwe_leap_prior.stan |only hdbayes-0.2.0/hdbayes/src/stan/pwe_npp.stan |only hdbayes-0.2.0/hdbayes/src/stan/pwe_post.stan |only hdbayes-0.2.0/hdbayes/src/stan/pwe_pp.stan |only hdbayes-0.2.0/hdbayes/src/stan/pwe_pp_prior.stan |only hdbayes-0.2.0/hdbayes/src/stan/pwe_stratified_pp.stan |only hdbayes-0.2.0/hdbayes/src/stan/pwe_stratified_pp_prior.stan |only hdbayes-0.2.0/hdbayes/vignettes/Model-Averaging-Demo.Rmd |only hdbayes-0.2.0/hdbayes/vignettes/Model-Averaging-Demo.Rmd.orig |only hdbayes-0.2.0/hdbayes/vignettes/hdbayes.bib | 38 hdbayes-0.2.0/hdbayes/vignettes/postdens_ensemble.png |only 211 files changed, 2481 insertions(+), 1197 deletions(-)
Title: Global Surface Summary of the Day ('GSOD') Weather Data Client
Description: Provides automated downloading, parsing, cleaning, unit
conversion and formatting of Global Surface Summary of the Day
('GSOD') weather data from the from the USA National Centers for
Environmental Information ('NCEI'). Units are converted from from
United States Customary System ('USCS') units to International System
of Units ('SI'). Stations may be individually checked for number of
missing days defined by the user, where stations with too many missing
observations are omitted. Only stations with valid reported latitude
and longitude values are permitted in the final data. Additional
useful elements, saturation vapour pressure ('es'), actual vapour
pressure ('ea') and relative humidity ('RH') are calculated from the
original data using the improved August-Roche-Magnus approximation
(Alduchov & Eskridge 1996) and included in the final data set. The
resulting metadata include station identification information,
country, state, latitude, longitude, elevation, weather observatio [...truncated...]
Author: Adam H. Sparks [aut, cre] ,
Tomislav Hengl [aut] ,
Andrew Nelson [aut] ,
Hugh Parsonage [cph, ctb] ,
Taras Kaduk [ctb] ,
Gwenael Giboire [ctb] ,
Lukasz Pawlik [ctb] ,
Ross Darnell [ctb] ,
Tyler Widdison [ctb] ` did not
return stations in order of nea [...truncated...]
Maintainer: Adam H. Sparks <adamhsparks@gmail.com>
Diff between GSODR versions 4.1.4 dated 2025-07-31 and 5.0.0 dated 2025-11-15
GSODR-4.1.4/GSODR/R/get_isd_history.R |only GSODR-4.1.4/GSODR/man/get_isd_history.Rd |only GSODR-4.1.4/GSODR/man/print.GSODR.Info.Rd |only GSODR-4.1.4/GSODR/tests/testthat/test-get_inventory.R |only GSODR-4.1.4/GSODR/tests/testthat/test-update_station_list.R |only GSODR-5.0.0/GSODR/DESCRIPTION | 13 GSODR-5.0.0/GSODR/MD5 | 53 +- GSODR-5.0.0/GSODR/NAMESPACE | 4 GSODR-5.0.0/GSODR/NEWS.md | 15 GSODR-5.0.0/GSODR/R/GSODR-package.R | 11 GSODR-5.0.0/GSODR/R/get_inventory.R | 132 ------ GSODR-5.0.0/GSODR/R/globals.R | 7 GSODR-5.0.0/GSODR/R/update_station_list.R | 63 --- GSODR-5.0.0/GSODR/README.md | 31 - GSODR-5.0.0/GSODR/build/partial.rdb |binary GSODR-5.0.0/GSODR/build/vignette.rds |binary GSODR-5.0.0/GSODR/inst/WORDLIST | 7 GSODR-5.0.0/GSODR/inst/doc/GSODR.Rmd | 208 +++------- GSODR-5.0.0/GSODR/inst/doc/GSODR.html | 230 +++--------- GSODR-5.0.0/GSODR/inst/extdata/isd_diff.rda |binary GSODR-5.0.0/GSODR/inst/extdata/isd_history.rda |binary GSODR-5.0.0/GSODR/man/GSODR-package.Rd | 1 GSODR-5.0.0/GSODR/man/get_inventory.Rd | 43 -- GSODR-5.0.0/GSODR/man/get_updates.Rd | 5 GSODR-5.0.0/GSODR/man/update_station_list.Rd | 39 -- GSODR-5.0.0/GSODR/vignettes/Ex5-1.png |binary GSODR-5.0.0/GSODR/vignettes/GSODR.Rmd | 208 +++------- GSODR-5.0.0/GSODR/vignettes/GSODR.Rmd.orig | 40 -- GSODR-5.0.0/GSODR/vignettes/GSOD_Station_locations-1.png |binary GSODR-5.0.0/GSODR/vignettes/precompile.R | 3 30 files changed, 289 insertions(+), 824 deletions(-)
Title: Generalized Kumaraswamy Regression Models for Bounded Data
Description: Implements regression models for bounded continuous data in the open interval (0,1) using the five-parameter Generalized Kumaraswamy distribution. Supports modeling all distribution parameters (alpha, beta, gamma, delta, lambda) as functions of predictors through various link functions. Provides efficient maximum likelihood estimation via Template Model Builder ('TMB'), offering comprehensive diagnostics, model comparison tools, and simulation methods. Particularly useful for analyzing proportions, rates, indices, and other bounded response data with complex distributional features not adequately captured by simpler models.
Author: Jose Evandeilton Lopes [aut, cre]
Maintainer: Jose Evandeilton Lopes <evandeilton@gmail.com>
Diff between gkwreg versions 1.0.10 dated 2025-07-09 and 2.1.1 dated 2025-11-15
gkwreg-1.0.10/gkwreg/R/gkwfit.R |only gkwreg-1.0.10/gkwreg/R/gkwfitall.R |only gkwreg-1.0.10/gkwreg/R/gkwgof.R |only gkwreg-1.0.10/gkwreg/R/gkwreg.R |only gkwreg-1.0.10/gkwreg/R/utils_tmb.R |only gkwreg-1.0.10/gkwreg/inst/tmb/gkwmletmb.cpp |only gkwreg-1.0.10/gkwreg/man/AIC.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/BIC.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/anova.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/calculate_fit_metrics.Rd |only gkwreg-1.0.10/gkwreg/man/coef.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/confint.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/create_comparison_plots.Rd |only gkwreg-1.0.10/gkwreg/man/create_comparison_table.Rd |only gkwreg-1.0.10/gkwreg/man/dbeta_.Rd |only gkwreg-1.0.10/gkwreg/man/dbkw.Rd |only gkwreg-1.0.10/gkwreg/man/dekw.Rd |only gkwreg-1.0.10/gkwreg/man/dgkw.Rd |only gkwreg-1.0.10/gkwreg/man/dkkw.Rd |only gkwreg-1.0.10/gkwreg/man/dkw.Rd |only gkwreg-1.0.10/gkwreg/man/dmc.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_diagnostic_measures.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_distance_tests.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_gof.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_half_normal_data.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_information_criteria.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_likelihood_statistics.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_model_parameters.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_moment_comparisons.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_prediction_metrics.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_probability_plot_metrics.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_profiles.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_residuals.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_sample_moments.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_sim_residuals.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_theoretical_cdf.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_theoretical_moments.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_theoretical_pdf.Rd |only gkwreg-1.0.10/gkwreg/man/dot-calculate_theoretical_quantiles.Rd |only gkwreg-1.0.10/gkwreg/man/dot-create_bar_plot.Rd |only gkwreg-1.0.10/gkwreg/man/dot-create_plot_titles.Rd |only gkwreg-1.0.10/gkwreg/man/dot-create_radar_plot.Rd |only gkwreg-1.0.10/gkwreg/man/dot-create_table_plot.Rd |only gkwreg-1.0.10/gkwreg/man/dot-determine_start_values.Rd |only gkwreg-1.0.10/gkwreg/man/dot-extract_model_matrices.Rd |only gkwreg-1.0.10/gkwreg/man/dot-extract_model_params.Rd |only gkwreg-1.0.10/gkwreg/man/dot-extract_parameter_vectors.Rd |only gkwreg-1.0.10/gkwreg/man/dot-family_to_code.Rd |only gkwreg-1.0.10/gkwreg/man/dot-fit_submodels.Rd |only gkwreg-1.0.10/gkwreg/man/dot-fit_submodels_tmb.Rd |only gkwreg-1.0.10/gkwreg/man/dot-fit_tmb.Rd |only gkwreg-1.0.10/gkwreg/man/dot-generate_additional_plots.Rd |only gkwreg-1.0.10/gkwreg/man/dot-generate_plots.Rd |only gkwreg-1.0.10/gkwreg/man/dot-generate_random_samples.Rd |only gkwreg-1.0.10/gkwreg/man/dot-get_default_fixed.Rd |only gkwreg-1.0.10/gkwreg/man/dot-get_default_start.Rd |only gkwreg-1.0.10/gkwreg/man/dot-get_family_fixed_defaults.Rd |only gkwreg-1.0.10/gkwreg/man/dot-map_gkwreg_to_tmb_param.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_base_r_cooks_distance.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_base_r_half_normal.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_base_r_leverage_vs_fitted.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_base_r_predicted_vs_observed.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_base_r_residuals_vs_index.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_base_r_residuals_vs_linpred.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_ggplot_cooks_distance.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_ggplot_half_normal.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_ggplot_leverage_vs_fitted.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_ggplot_predicted_vs_observed.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_ggplot_residuals_vs_index.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_ggplot_residuals_vs_linpred.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_gkwreg_base_r.Rd |only gkwreg-1.0.10/gkwreg/man/dot-plot_gkwreg_ggplot.Rd |only gkwreg-1.0.10/gkwreg/man/dot-print_gof_summary.Rd |only gkwreg-1.0.10/gkwreg/man/dot-sample_model_data.Rd |only gkwreg-1.0.10/gkwreg/man/dot-simulate_from_distribution.Rd |only gkwreg-1.0.10/gkwreg/man/dot-simulate_p_values_bootstrap.Rd |only gkwreg-1.0.10/gkwreg/man/dot-validate_and_prepare_gkwreg_diagnostics.Rd |only gkwreg-1.0.10/gkwreg/man/dot-validate_parameters.Rd |only gkwreg-1.0.10/gkwreg/man/extract_gof_stats.Rd |only gkwreg-1.0.10/gkwreg/man/generate_report.Rd |only gkwreg-1.0.10/gkwreg/man/get_bounded_datasets.Rd |only gkwreg-1.0.10/gkwreg/man/get_cdf_function.Rd |only gkwreg-1.0.10/gkwreg/man/get_density_function.Rd |only gkwreg-1.0.10/gkwreg/man/get_quantile_function.Rd |only gkwreg-1.0.10/gkwreg/man/gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/gkwfitall.Rd |only gkwreg-1.0.10/gkwreg/man/gkwgof.Rd |only gkwreg-1.0.10/gkwreg/man/grbeta.Rd |only gkwreg-1.0.10/gkwreg/man/grbkw.Rd |only gkwreg-1.0.10/gkwreg/man/grekw.Rd |only gkwreg-1.0.10/gkwreg/man/grgkw.Rd |only gkwreg-1.0.10/gkwreg/man/grkkw.Rd |only gkwreg-1.0.10/gkwreg/man/grkw.Rd |only gkwreg-1.0.10/gkwreg/man/grmc.Rd |only gkwreg-1.0.10/gkwreg/man/hsbeta.Rd |only gkwreg-1.0.10/gkwreg/man/hsbkw.Rd |only gkwreg-1.0.10/gkwreg/man/hsekw.Rd |only gkwreg-1.0.10/gkwreg/man/hsgkw.Rd |only gkwreg-1.0.10/gkwreg/man/hskkw.Rd |only gkwreg-1.0.10/gkwreg/man/hskw.Rd |only gkwreg-1.0.10/gkwreg/man/hsmc.Rd |only gkwreg-1.0.10/gkwreg/man/list_bounded_datasets.Rd |only gkwreg-1.0.10/gkwreg/man/llbeta.Rd |only gkwreg-1.0.10/gkwreg/man/llbkw.Rd |only gkwreg-1.0.10/gkwreg/man/llekw.Rd |only gkwreg-1.0.10/gkwreg/man/llgkw.Rd |only gkwreg-1.0.10/gkwreg/man/llkkw.Rd |only gkwreg-1.0.10/gkwreg/man/llkw.Rd |only gkwreg-1.0.10/gkwreg/man/llmc.Rd |only gkwreg-1.0.10/gkwreg/man/logLik.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/nrgkw.Rd |only gkwreg-1.0.10/gkwreg/man/pbeta_.Rd |only gkwreg-1.0.10/gkwreg/man/pbkw.Rd |only gkwreg-1.0.10/gkwreg/man/pekw.Rd |only gkwreg-1.0.10/gkwreg/man/pgkw.Rd |only gkwreg-1.0.10/gkwreg/man/pkkw.Rd |only gkwreg-1.0.10/gkwreg/man/pkw.Rd |only gkwreg-1.0.10/gkwreg/man/plot.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/plot.gkwfitall.Rd |only gkwreg-1.0.10/gkwreg/man/plot.gkwgof.Rd |only gkwreg-1.0.10/gkwreg/man/plotcompare.Rd |only gkwreg-1.0.10/gkwreg/man/pmc.Rd |only gkwreg-1.0.10/gkwreg/man/print.anova.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/print.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/print.gkwfitall.Rd |only gkwreg-1.0.10/gkwreg/man/print.gkwgof.Rd |only gkwreg-1.0.10/gkwreg/man/print.summary.gkwfit.Rd |only gkwreg-1.0.10/gkwreg/man/print.summary.gkwfitall.Rd |only gkwreg-1.0.10/gkwreg/man/print.summary.gkwgof.Rd |only gkwreg-1.0.10/gkwreg/man/qbeta_.Rd |only gkwreg-1.0.10/gkwreg/man/qbkw.Rd |only gkwreg-1.0.10/gkwreg/man/qekw.Rd |only 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gkwreg-2.1.1/gkwreg/man/AIC.gkwreg.Rd | 117 gkwreg-2.1.1/gkwreg/man/BIC.gkwreg.Rd | 102 gkwreg-2.1.1/gkwreg/man/CarTask.Rd |only gkwreg-2.1.1/gkwreg/man/FoodExpenditure.Rd |only gkwreg-2.1.1/gkwreg/man/GasolineYield.Rd |only gkwreg-2.1.1/gkwreg/man/ImpreciseTask.Rd |only gkwreg-2.1.1/gkwreg/man/LossAversion.Rd |only gkwreg-2.1.1/gkwreg/man/MockJurors.Rd |only gkwreg-2.1.1/gkwreg/man/ReadingSkills.Rd |only gkwreg-2.1.1/gkwreg/man/StressAnxiety.Rd |only gkwreg-2.1.1/gkwreg/man/WeatherTask.Rd |only gkwreg-2.1.1/gkwreg/man/anova.gkwreg.Rd |only gkwreg-2.1.1/gkwreg/man/coef.gkwreg.Rd | 2 gkwreg-2.1.1/gkwreg/man/confint.gkwreg.Rd |only gkwreg-2.1.1/gkwreg/man/dot-convert_links_to_int.Rd | 2 gkwreg-2.1.1/gkwreg/man/dot-extract_model_data.Rd | 2 gkwreg-2.1.1/gkwreg/man/dot-format_coefficient_names.Rd | 2 gkwreg-2.1.1/gkwreg/man/dot-get_family_param_info.Rd | 10 gkwreg-2.1.1/gkwreg/man/dot-prepare_tmb_data.Rd | 2 gkwreg-2.1.1/gkwreg/man/dot-prepare_tmb_params.Rd | 2 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Title: Render Sequence Plots using 'ggplot2'
Description: A set of wrapper functions that mainly re-produces most of the
sequence plots rendered with TraMineR::seqplot(). Whereas 'TraMineR' uses base
R to produce the plots this library draws on 'ggplot2'.
The plots are produced on the basis of a sequence object defined
with TraMineR::seqdef(). The package automates the reshaping and plotting
of sequence data. Resulting plots are of class 'ggplot', i.e. components
can be added and tweaked using '+' and regular 'ggplot2' functions.
Author: Marcel Raab [aut, cre]
Maintainer: Marcel Raab <marcel.raab@gmail.com>
Diff between ggseqplot versions 0.8.8 dated 2025-10-08 and 0.8.9 dated 2025-11-15
DESCRIPTION | 12 MD5 | 70 +- NEWS.md | 155 ++-- R/ggseqdplot.R | 759 +++++++++++----------- R/ggseqeplot.R | 398 +++++------ R/ggseqfplot.R | 559 ++++++++-------- R/ggseqiplot.R | 1110 +++++++++++++++++--------------- R/ggseqmsplot.R | 495 +++++++------- R/ggseqmtplot.R | 449 ++++++------- R/ggseqrfplot.R | 905 +++++++++++++------------- R/ggseqrplot.R | 770 +++++++++++----------- R/ggseqtrplot.R | 32 R/zzz.R | 15 README.md | 7 build/partial.rdb |binary inst/CITATION | 20 inst/doc/ggseqplot.Rmd | 1306 +++++++++++++++++++------------------- inst/doc/ggseqplot.html | 4 man/ggseqdplot.Rd | 3 man/ggseqeplot.Rd | 2 man/ggseqfplot.Rd | 3 man/ggseqiplot.Rd | 45 + man/ggseqmsplot.Rd | 2 man/ggseqmtplot.Rd | 3 man/ggseqrfplot.Rd | 3 man/ggseqrplot.Rd | 2 man/ggseqtrplot.Rd | 2 tests/testthat/test-ggseqdplot.R | 156 ++-- tests/testthat/test-ggseqeplot.R | 88 +- tests/testthat/test-ggseqfplot.R | 145 ++-- tests/testthat/test-ggseqiplot.R | 118 +-- tests/testthat/test-ggseqmsplot.R | 181 ++--- tests/testthat/test-ggseqmtplot.R | 185 ++--- tests/testthat/test-ggseqrplot.R | 123 +-- tests/testthat/test-ggseqtrplot.R | 122 ++- vignettes/ggseqplot.Rmd | 1306 +++++++++++++++++++------------------- 36 files changed, 4904 insertions(+), 4651 deletions(-)
Title: Detecting Extremal Values in a Normal Linear Model
Description: Provides a method to detect values poorly explained by a Gaussian linear model. The procedure is based on the maximum of the absolute value of the studentized residuals, which is a parameter-free statistic. This approach generalizes several procedures used to detect abnormal values during longitudinal monitoring of biological markers. For methodological details, see: Berthelot G., Saulière G., Dedecker J. (2025). "DEViaN-LM An R Package for Detecting Abnormal Values in the Gaussian Linear Model". HAL Id: hal-05230549. <https://hal.science/hal-05230549>.
Author: Guillaume Sauliere [aut] ,
Geoffroy Berthelot [aut, cre] ,
Jerome Dedecker [aut]
Maintainer: Geoffroy Berthelot <geoffroy.berthelot@insep.fr>
Diff between devianLM versions 1.0.5 dated 2025-11-10 and 1.0.6 dated 2025-11-15
DESCRIPTION | 29 ++++++++++++++++------------- MD5 | 6 +++--- NEWS.md | 9 +++++++++ R/devianlm_stats.R | 18 ++++++++---------- 4 files changed, 36 insertions(+), 26 deletions(-)
Title: Model Diagnostics for Accelerated Failure Time Models
Description: A collection of model checking methods for semiparametric
accelerated failure time (AFT) models under the rank-based approach. For the
(computational) efficiency, Gehan's weight is used. It provides functions to
verify whether the observed data fit the specific model assumptions such as
a functional form of each covariate, a link function, and an omnibus test.
The p-value offered in this package is based on the Kolmogorov-type supremum
test and the variance of the proposed test statistics is estimated through
the re-sampling method. Furthermore, a graphical technique to compare the
shape of the observed residual to a number of the approximated realizations
is provided. See the following references; A general model-checking
procedure for semiparametric accelerated failure time models, Statistics and
Computing, 34 (3), 117 <doi:10.1007/s11222-024-10431-7>; Diagnostics for
semiparametric accelerated failure time models with R package 'afttest',
arXiv, <doi:10.48550/arXiv.2511.098 [...truncated...]
Author: Woojung Bae [aut, cre] ,
Dongrak Choi [aut] ,
Jun Yan [aut] ,
Sangwook Kang [aut]
Maintainer: Woojung Bae <matt.woojung@gmail.com>
Diff between afttest versions 4.3.2.3 dated 2024-01-16 and 4.5.1 dated 2025-11-15
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Title: Reporting Tools for 'shiny' Modules
Description: Prebuilt 'shiny' modules containing tools for the generation
of 'rmarkdown' reports, supporting reproducible research and analysis.
Author: Dawid Kaledkowski [aut, cre] ,
Kartikeya Kirar [aut] ,
Marcin Kosinski [aut],
Maciej Nasinski [aut],
Konrad Pagacz [aut],
Mahmoud Hallal [aut],
Chendi Liao [rev],
Dony Unardi [rev],
F. Hoffmann-La Roche AG [cph, fnd]
Maintainer: Dawid Kaledkowski <dawid.kaledkowski@roche.com>
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Title: GUI Tools Made Easy: Interact with Models and Explore Data
Description: Provides software to facilitate the design, testing, and operation
of computer models. It focuses particularly on tools that make it easy to
construct and edit a customized graphical user interface ('GUI'). Although our
simplified 'GUI' language depends heavily on the R interface to the 'Tcl/Tk'
package, a user does not need to know 'Tcl/Tk'. Examples illustrate models
built with other R packages, including 'PBSmapping', 'PBSddesolve', and 'BRugs'.
A complete user's guide 'PBSmodelling-UG.pdf' shows how to use this package
effectively.
Author: Jon T. Schnute [aut],
Alex Couture-Beil [aut],
Rowan Haigh [aut],
Nicholas Boers [aut],
Anisa Egeli [aut],
A. R. Kronlund [ctb],
Steve Martell [ctb],
Norm Olsen [ctb],
Nick Fisch [cre]
Maintainer: Nick Fisch <nick.fisch@dfo-mpo.gc.ca>
Diff between PBSmodelling versions 2.69.3 dated 2023-11-09 and 2.70.2 dated 2025-11-15
PBSmodelling-2.69.3/PBSmodelling/R/cSupport.r |only PBSmodelling-2.69.3/PBSmodelling/R/guiFuns.r |only PBSmodelling-2.69.3/PBSmodelling/R/historyFuns.r |only PBSmodelling-2.69.3/PBSmodelling/R/listFuns.r |only PBSmodelling-2.69.3/PBSmodelling/R/minFuns.r |only PBSmodelling-2.69.3/PBSmodelling/R/option_manager.r |only PBSmodelling-2.69.3/PBSmodelling/R/plotFuns.r |only PBSmodelling-2.69.3/PBSmodelling/R/presentTalk.r |only PBSmodelling-2.69.3/PBSmodelling/R/projectFuns.r |only PBSmodelling-2.69.3/PBSmodelling/R/sortWidget.r |only PBSmodelling-2.69.3/PBSmodelling/R/supportFuns.r |only PBSmodelling-2.69.3/PBSmodelling/R/tagDefs.r |only PBSmodelling-2.69.3/PBSmodelling/R/widgetDefs.r |only PBSmodelling-2.70.2/PBSmodelling/DESCRIPTION | 32 +- PBSmodelling-2.70.2/PBSmodelling/MD5 | 88 +++-- PBSmodelling-2.70.2/PBSmodelling/NAMESPACE | 117 +++---- PBSmodelling-2.70.2/PBSmodelling/R/M01_widgetDefs.r |only PBSmodelling-2.70.2/PBSmodelling/R/M02_guiFuns.r |only PBSmodelling-2.70.2/PBSmodelling/R/M03_plotFuns.r |only PBSmodelling-2.70.2/PBSmodelling/R/M04_listFuns.r |only PBSmodelling-2.70.2/PBSmodelling/R/M05_projectFuns.r |only PBSmodelling-2.70.2/PBSmodelling/R/M06_supportFuns.r |only PBSmodelling-2.70.2/PBSmodelling/R/M07_minFuns.r |only PBSmodelling-2.70.2/PBSmodelling/R/M08_historyFuns.r |only PBSmodelling-2.70.2/PBSmodelling/R/M09_option_manager.r |only PBSmodelling-2.70.2/PBSmodelling/R/M10_presentTalk.r |only PBSmodelling-2.70.2/PBSmodelling/R/M11_cSupport.r |only PBSmodelling-2.70.2/PBSmodelling/inst/doc/ChangeLog.txt | 75 ++++- PBSmodelling-2.70.2/PBSmodelling/inst/doc/PBSmodelling-UG.pdf |binary PBSmodelling-2.70.2/PBSmodelling/inst/doc/imports_for_undefined_globals.R | 64 ++-- PBSmodelling-2.70.2/PBSmodelling/inst/tools/00ReadMe.txt | 38 +- PBSmodelling-2.70.2/PBSmodelling/inst/tools/R32gui.bat |only PBSmodelling-2.70.2/PBSmodelling/inst/tools/R64gui.bat |only PBSmodelling-2.70.2/PBSmodelling/inst/tools/Rcopy.bat | 150 +++++++--- PBSmodelling-2.70.2/PBSmodelling/inst/tools/RdevBuild.bat |only PBSmodelling-2.70.2/PBSmodelling/inst/tools/RdevCheck.bat |only PBSmodelling-2.70.2/PBSmodelling/inst/tools/RdevPathCheck.bat |only PBSmodelling-2.70.2/PBSmodelling/inst/tools/RdevPaths.bat |only PBSmodelling-2.70.2/PBSmodelling/inst/tools/RdevUnpack.bat |only PBSmodelling-2.70.2/PBSmodelling/inst/tools/Rdevgui.bat |only PBSmodelling-2.70.2/PBSmodelling/man/PBStalk-class.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/dot-c.support.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-convert.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-create.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-gui.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-history.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-list.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-project.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-support.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-talk.funs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-widget.defs.Rd |only PBSmodelling-2.70.2/PBSmodelling/man/dot-win.funs.Rd | 6 PBSmodelling-2.70.2/PBSmodelling/man/getOptions.Rd | 21 + PBSmodelling-2.70.2/PBSmodelling/man/getPBSext.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/openFile.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/openUG.Rd | 3 PBSmodelling-2.70.2/PBSmodelling/man/packList.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/plotBubbles.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/selectDir.Rd | 44 ++ PBSmodelling-2.70.2/PBSmodelling/man/setPBSext.Rd | 3 PBSmodelling-2.70.2/PBSmodelling/man/testAlpha.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/testCol.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/testLty.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/man/tget.Rd | 3 PBSmodelling-2.70.2/PBSmodelling/man/view.Rd | 4 PBSmodelling-2.70.2/PBSmodelling/src/parser.c | 5 66 files changed, 466 insertions(+), 219 deletions(-)
Title: Collection of Correlation and Association Estimators
Description: Compute correlation and other association matrices from
small to high-dimensional datasets with relative simple functions and
sensible defaults. Includes options for shrinkage and robustness to improve
results in noisy or high-dimensional settings (p >= n), plus convenient
print/plot methods for inspection. Implemented with optimised C++ backends
using BLAS/OpenMP and memory-aware symmetric updates. Works with base
matrices and data frames, returning standard R objects via a consistent S3
interface. Useful across genomics, agriculture, and machine-learning
workflows. Supports Pearson, Spearman, Kendall, distance correlation,
partial correlation, and robust biweight mid-correlation; Bland–Altman
analyses and Lin's concordance correlation coefficient (including
repeated-measures extensions). Methods based on Ledoit and Wolf (2004)
<doi:10.1016/S0047-259X(03)00096-4>; Schäfer and Strimmer (2005)
<doi:10.2202/1544-6115.1175>; Lin (1989) <doi:10.2307/2532051>.
Author: Thiago de Paula Oliveira [aut, cre]
Maintainer: Thiago de Paula Oliveira <thiago.paula.oliveira@gmail.com>
This is a re-admission after prior archival of version 0.5.1 dated 2025-09-22
Diff between matrixCorr versions 0.5.1 dated 2025-09-22 and 0.6.2 dated 2025-11-15
DESCRIPTION | 6 MD5 | 52 ++++---- R/biweight_mid_corr.R | 15 +- R/bland_altman.R | 15 +- R/bland_altman_repeated.R | 14 +- R/ccc_repeated.R | 244 +++++++++++++++++++++------------------ R/distance_corr.R | 23 ++- R/kendall_corr.R | 66 ++++++---- R/pearson_corr.R | 17 +- R/spearman_rho.R | 13 +- README.md | 25 --- configure |only inst |only man/biweight_mid_corr.Rd | 7 - man/bland_altman.Rd | 7 - man/bland_altman_repeated.Rd | 6 man/ccc_lmm_reml.Rd | 66 +++++----- man/distance_corr.Rd | 14 +- man/kendall_tau.Rd | 10 + man/pearson_corr.Rd | 12 + man/spearman_rho.Rd | 12 + src/Makevars | 11 + src/Makevars.win | 9 + src/ccc_repeated_mixed_model.cpp | 132 +++++++++++++++++---- src/concordance_corr.cpp | 1 src/matrixCorr_detail.h | 3 src/tetrachoric.cpp | 118 ++++++++---------- src/validate_corr_input.cpp | 18 ++ 28 files changed, 551 insertions(+), 365 deletions(-)
Title: Statistical Methods for Auditing
Description: Provides statistical methods for auditing as implemented in JASP
for Audit (Derks et al., 2021 <doi:10.21105/joss.02733>). First, the package
makes it easy for an auditor to plan a statistical sample, select the sample
from the population, and evaluate the misstatement in the sample compliant
with international auditing standards. Second, the package provides
statistical methods for auditing data, including tests of digit
distributions and repeated values. Finally, the package includes methods for
auditing algorithms on the aspect of fairness and bias. Next to classical
statistical methodology, the package implements Bayesian equivalents of
these methods whose statistical underpinnings are described in Derks et al.
(2021) <doi:10.1111/ijau.12240>, Derks et al. (2024)
<doi:10.2308/AJPT-2021-086>, Derks et al. (2022) <doi:10.31234/osf.io/8nf3e>
Derks et al. (2024) <doi:10.31234/osf.io/tgq5z>, and Derks et al. (2025)
<doi:10.31234/osf.io/b8tu2>.
Author: Koen Derks [aut, cre] ,
Lotte Mensink [ctb] ,
Federica Picogna [ctb]
Maintainer: Koen Derks <k.derks@nyenrode.nl>
Diff between jfa versions 0.7.3 dated 2025-03-10 and 0.7.4 dated 2025-11-15
DESCRIPTION | 16 +- MD5 | 46 +++--- NEWS.md | 6 R/digit_test.R | 7 + R/fairness_selection.R | 2 R/jfa-methods.R | 55 ++++--- R/model_fairness.R | 2 build/partial.rdb |binary build/vignette.rds |binary inst/CITATION | 4 inst/stan/poisson_zero.stan | 6 man/digit_test.Rd | 9 + man/fairness_selection.Rd | 2 man/model_fairness.Rd | 2 src/stanExports_beta_zero_one.cc | 34 ++-- src/stanExports_beta_zero_one.h | 273 ++++++++++++++++++++++++++++++--------- src/stanExports_or_fairness.cc | 34 ++-- src/stanExports_or_fairness.h | 98 ++++++++++---- src/stanExports_poisson_zero.cc | 34 ++-- src/stanExports_poisson_zero.h | 243 +++++++++++++++++++++++++++------- src/stanExports_pp_error.cc | 34 ++-- src/stanExports_pp_error.h | 202 ++++++++++++++++++++++------ src/stanExports_pp_taint.cc | 34 ++-- src/stanExports_pp_taint.h | 258 +++++++++++++++++++++++++++--------- 24 files changed, 996 insertions(+), 405 deletions(-)
Title: The Induced Smoothed Lasso
Description: An implementation of the induced smoothing (IS) idea to lasso regularization models to allow estimation and inference on the model coefficients (currently hypothesis testing only). Linear, logistic, Poisson and gamma regressions with several link functions are implemented. The algorithm is described in the original paper; see <doi:10.1177/0962280219842890> and discussed in a tutorial <doi:10.13140/RG.2.2.16360.11521>.
Author: Gianluca Sottile [aut, cre],
Giovanna Cilluffo [aut, ctb],
Vito MR Muggeo [aut, ctb]
Maintainer: Gianluca Sottile <gianluca.sottile@unipa.it>
Diff between islasso versions 1.6.1 dated 2025-11-14 and 1.6.2 dated 2025-11-15
DESCRIPTION | 8 ++++---- MD5 | 12 ++++++------ NEWS.md | 4 ++++ R/islasso-package.R | 4 ++-- inst/doc/islasso-intro.html | 16 ++++++++-------- man/islasso.Rd | 4 ++-- src/islasso.f90 | 8 ++++---- 7 files changed, 30 insertions(+), 26 deletions(-)
Title: Dynamic Model Averaging and Dynamic Model Selection for
Continuous Outcomes
Description: Allows to estimate dynamic model averaging, dynamic model selection and median probability model. The original methods are implemented, as well as, selected further modifications of these methods. In particular the user might choose between recursive moment estimation and exponentially moving average for variance updating. Inclusion probabilities might be modified in a way using 'Google Trends'. The code is written in a way which minimises the computational burden (which is quite an obstacle for dynamic model averaging if many variables are used). For example, this package allows for parallel computations and Occam's window approach. The package is designed in a way that is hoped to be especially useful in economics and finance. Main reference: Raftery, A.E., Karny, M., Ettler, P. (2010) <doi:10.1198/TECH.2009.08104>.
Author: Krzysztof Drachal [aut, cre]
Maintainer: Krzysztof Drachal <kdrachal@wne.uw.edu.pl>
This is a re-admission after prior archival of version 2.2.8 dated 2025-01-24
Diff between fDMA versions 2.2.8 dated 2025-01-24 and 2.2.9 dated 2025-11-15
DESCRIPTION | 8 ++++---- MD5 | 44 ++++++++++++++++++++++---------------------- NEWS | 8 ++++++++ R/plot.altf.R | 5 ----- R/plot.altf2.R | 8 -------- R/plot.altf3.R | 7 ------- R/plot.altf4.R | 6 ------ R/plot.dma.R | 34 ---------------------------------- R/plot.grid.dma.R | 13 ------------- R/plot.grid.roll.reg.R | 7 ------- R/plot.grid.tvp.R | 6 ------ R/plot.reg.R | 9 --------- R/plot.tvp.R | 7 ------- man/plot.altf.Rd | 2 +- man/plot.altf2.Rd | 2 +- man/plot.altf3.Rd | 2 +- man/plot.altf4.Rd | 2 +- man/plot.dma.Rd | 2 +- man/plot.grid.dma.Rd | 2 +- man/plot.grid.roll.reg.Rd | 2 +- man/plot.grid.tvp.Rd | 2 +- man/plot.reg.Rd | 2 +- man/plot.tvp.Rd | 2 +- 23 files changed, 44 insertions(+), 138 deletions(-)
Title: Kernel Ridge Regression using 'RcppArmadillo'
Description: Provides core computational operations in C++ via 'RcppArmadillo', enabling faster performance than pure R, improved numerical stability, and parallel execution with OpenMP where available. On systems without OpenMP support, the package automatically falls back to single-threaded execution with no user configuration required. For efficient model selection, it integrates with 'CVST' to provide sequential-testing cross-validation that identifies competitive hyperparameters without exhaustive grid search. The package offers a unified interface for exact kernel ridge regression and three scalable approximations—Nyström, Pivoted Cholesky, and Random Fourier Features—allowing analyses with substantially larger sample sizes than are feasible with exact KRR. It also integrates with the 'tidymodels' ecosystem via the 'parsnip' model specification 'krr_reg', and the S3 method tunable.krr_reg(). To understand the theoretical background, one can refer to Wainwright (2019) <doi:10.1017/978110862 [...truncated...]
Author: Gyeongmin Kim [aut] ,
Seyoung Lee [aut] ,
Miyoung Jang [aut] ,
Kwan-Young Bak [aut, cre, cph]
Maintainer: Kwan-Young Bak <kybak@sungshin.ac.kr>
Diff between FastKRR versions 0.1.1 dated 2025-10-08 and 0.1.2 dated 2025-11-15
DESCRIPTION | 8 ++++---- MD5 | 28 ++++++++++++++++++++-------- NAMESPACE | 17 +++++++++++++++++ R/CVST_linkfunction.R | 12 ++++++++---- R/coef.R |only R/error.R |only R/link2tidymodels.R | 10 +++++----- R/param.R |only R/plot.R |only R/summary.R |only README.md | 13 ++++--------- man/coef.krr.Rd |only man/error.Rd |only man/error.krr.Rd |only man/figures/README-unnamed-chunk-4-1.png |binary man/param.Rd |only man/param.krr.Rd |only man/plot.krr.Rd |only man/predict.krr.Rd | 8 +++++--- man/summary.krr.Rd |only man/tunable.krr_reg.Rd | 10 +++++----- 21 files changed, 68 insertions(+), 38 deletions(-)
Title: Chat with Large Language Models
Description: Chat with large language models from a range of providers
including 'Claude' <https://claude.ai>, 'OpenAI'
<https://chatgpt.com>, and more. Supports streaming, asynchronous
calls, tool calling, and structured data extraction.
Author: Hadley Wickham [aut, cre] ,
Joe Cheng [aut],
Aaron Jacobs [aut],
Garrick Aden-Buie [aut] ,
Barret Schloerke [aut] ,
Posit Software, PBC [cph, fnd]
Maintainer: Hadley Wickham <hadley@posit.co>
Diff between ellmer versions 0.3.2 dated 2025-09-03 and 0.4.0 dated 2025-11-15
ellmer-0.3.2/ellmer/R/deprecated.R |only ellmer-0.3.2/ellmer/R/provider-anthropic.R |only ellmer-0.3.2/ellmer/R/provider-snowflake-cortex.R |only ellmer-0.3.2/ellmer/man/chat_cortex_analyst.Rd |only ellmer-0.3.2/ellmer/man/deprecated.Rd |only ellmer-0.3.2/ellmer/tests/testthat/_snaps/provider-anthropic.md |only ellmer-0.3.2/ellmer/tests/testthat/_snaps/provider-snowflake-cortex.md |only ellmer-0.3.2/ellmer/tests/testthat/_vcr/chat-tools-reject.yml |only ellmer-0.3.2/ellmer/tests/testthat/test-deprecated.R |only ellmer-0.3.2/ellmer/tests/testthat/test-provider-anthropic.R |only ellmer-0.3.2/ellmer/tests/testthat/test-provider-snowflake-cortex.R |only ellmer-0.4.0/ellmer/DESCRIPTION | 41 ellmer-0.4.0/ellmer/MD5 | 462 +-- ellmer-0.4.0/ellmer/NAMESPACE | 26 ellmer-0.4.0/ellmer/NEWS.md | 66 ellmer-0.4.0/ellmer/R/as-json.R | 14 ellmer-0.4.0/ellmer/R/batch-chat.R | 91 ellmer-0.4.0/ellmer/R/chat-structured.R | 22 ellmer-0.4.0/ellmer/R/chat-tools-content.R |only 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Title: API Client for the 'ClimMob' Platform
Description: API client for 'ClimMob', an open source software for decentralized
large-N trials with the 'tricot' approach <https://climmob.net/>.
Developed by van Etten et al. (2019) <doi:10.1017/S0014479716000739>, it turns the
research paradigm on its head; instead of a few researchers designing complicated
trials to compare several technologies in search of the best solutions for the
target environment, it enables many participants to carry out reasonably simple
experiments that taken together can offer even more information. 'ClimMobTools'
enables project managers to deep explore and analyse their 'ClimMob' data in R.
Author: Kaue de Sousa [aut, cre] ,
Jacob van Etten [aut] ,
Brandon Madriz [aut]
Maintainer: Kaue de Sousa <desousa.kaue@gmail.com>
Diff between ClimMobTools versions 1.6 dated 2025-07-07 and 1.8 dated 2025-11-15
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