Title: Sample Size Estimation for Experimental Designs
Description: Power analysis is used in the estimation of sample sizes for
experimental designs. Most programs and R packages will only output the highest
recommended sample size to the user. Often the user input can be complicated
and computing multiple power analyses for different treatment comparisons can
be time consuming. This package simplifies the user input and allows the user
to view all of the sample size recommendations or just the ones they want to see.
The calculations used to calculate the recommended sample sizes are from the
'pwr' package.
Author: Aaron McGarvey
Maintainer: Aaron McGarvey <amcgarvey271@gmail.com>
Diff between easypower versions 1.0.1 dated 2015-11-06 and 1.0.2 dated 2024-03-10
DESCRIPTION | 11 +++++------ MD5 | 4 ++-- inst/doc/User_Input.html | 4 ++-- 3 files changed, 9 insertions(+), 10 deletions(-)
More information about multilevelcoda at CRAN
Permanent link
Title: A 'DuckDB'-Backed Version of 'dplyr'
Description: A drop-in replacement for 'dplyr', powered by 'DuckDB' for performance.
Also defines a set of generics that provide a low-level
implementer's interface for the high-level user interface of 'dplyr'.
Author: Hannes Muehleisen [aut] ,
Kirill Mueller [aut, cre] ,
Posit Software, PBC [cph, fnd]
Maintainer: Kirill Mueller <kirill@cynkra.com>
Diff between duckplyr versions 0.3.0 dated 2023-12-11 and 0.3.1 dated 2024-03-10
duckplyr-0.3.0/duckplyr/R/collapse.R |only duckplyr-0.3.0/duckplyr/R/sample_frac.R |only duckplyr-0.3.0/duckplyr/R/sample_n.R |only duckplyr-0.3.0/duckplyr/R/slice_max.R |only duckplyr-0.3.0/duckplyr/R/slice_min.R |only duckplyr-0.3.0/duckplyr/tests/testthat/_snaps/group-map.md |only duckplyr-0.3.1/duckplyr/DESCRIPTION | 23 duckplyr-0.3.1/duckplyr/MD5 | 159 +- duckplyr-0.3.1/duckplyr/NAMESPACE | 35 duckplyr-0.3.1/duckplyr/NEWS.md | 34 duckplyr-0.3.1/duckplyr/R/anti_join.R | 2 duckplyr-0.3.1/duckplyr/R/arrange.R | 7 duckplyr-0.3.1/duckplyr/R/as_duckplyr_df.R | 8 duckplyr-0.3.1/duckplyr/R/config.R | 5 duckplyr-0.3.1/duckplyr/R/count.R | 4 duckplyr-0.3.1/duckplyr/R/distinct.R | 7 duckplyr-0.3.1/duckplyr/R/dplyr.R | 5 duckplyr-0.3.1/duckplyr/R/duckplyr-package.R | 23 duckplyr-0.3.1/duckplyr/R/fallback.R |only duckplyr-0.3.1/duckplyr/R/filter.R | 2 duckplyr-0.3.1/duckplyr/R/full_join.R | 2 duckplyr-0.3.1/duckplyr/R/group_by.R |only duckplyr-0.3.1/duckplyr/R/group_indices.R |only duckplyr-0.3.1/duckplyr/R/group_keys.R |only duckplyr-0.3.1/duckplyr/R/group_map.R |only duckplyr-0.3.1/duckplyr/R/group_modify.R |only duckplyr-0.3.1/duckplyr/R/group_nest.R |only duckplyr-0.3.1/duckplyr/R/group_size.R |only duckplyr-0.3.1/duckplyr/R/group_split.R |only duckplyr-0.3.1/duckplyr/R/group_trim.R |only duckplyr-0.3.1/duckplyr/R/groups.R |only duckplyr-0.3.1/duckplyr/R/import-standalone-purrr.R |only duckplyr-0.3.1/duckplyr/R/inner_join.R | 2 duckplyr-0.3.1/duckplyr/R/intersect.R | 2 duckplyr-0.3.1/duckplyr/R/join.R | 8 duckplyr-0.3.1/duckplyr/R/left_join.R | 2 duckplyr-0.3.1/duckplyr/R/mutate.R | 2 duckplyr-0.3.1/duckplyr/R/n_groups.R |only duckplyr-0.3.1/duckplyr/R/nest_by.R | 2 duckplyr-0.3.1/duckplyr/R/oo.R | 2 duckplyr-0.3.1/duckplyr/R/overwrite.R | 15 duckplyr-0.3.1/duckplyr/R/relational-duckdb.R | 40 duckplyr-0.3.1/duckplyr/R/relational.R | 92 + duckplyr-0.3.1/duckplyr/R/relocate.R | 2 duckplyr-0.3.1/duckplyr/R/rename.R | 2 duckplyr-0.3.1/duckplyr/R/restore.R | 15 duckplyr-0.3.1/duckplyr/R/right_join.R | 2 duckplyr-0.3.1/duckplyr/R/rowwise.R |only duckplyr-0.3.1/duckplyr/R/select.R | 2 duckplyr-0.3.1/duckplyr/R/semi_join.R | 2 duckplyr-0.3.1/duckplyr/R/setdiff.R | 2 duckplyr-0.3.1/duckplyr/R/summarise.R | 16 duckplyr-0.3.1/duckplyr/R/symdiff.R | 2 duckplyr-0.3.1/duckplyr/R/telemetry.R |only duckplyr-0.3.1/duckplyr/R/transmute.R | 2 duckplyr-0.3.1/duckplyr/R/union_all.R | 2 duckplyr-0.3.1/duckplyr/R/zzz-auto.R |only duckplyr-0.3.1/duckplyr/R/zzz-methods.R | 14 duckplyr-0.3.1/duckplyr/README.md | 80 - duckplyr-0.3.1/duckplyr/man/config.Rd | 5 duckplyr-0.3.1/duckplyr/man/fallback.Rd |only duckplyr-0.3.1/duckplyr/man/methods_overwrite.Rd | 2 duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/count-tally.md | 38 duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/fallback.md |only duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/join-rows.md |only duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/relational-duckdb.md | 2 duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/select.md |only duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/sets.md | 10 duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/telemetry.md |only duckplyr-0.3.1/duckplyr/tests/testthat/_snaps/transmute.md |only duckplyr-0.3.1/duckplyr/tests/testthat/setup.R | 2 duckplyr-0.3.1/duckplyr/tests/testthat/test-across.R | 34 duckplyr-0.3.1/duckplyr/tests/testthat/test-arrange.R | 16 duckplyr-0.3.1/duckplyr/tests/testthat/test-as_duckplyr_df.R | 241 +++ duckplyr-0.3.1/duckplyr/tests/testthat/test-colwise-select.R | 22 duckplyr-0.3.1/duckplyr/tests/testthat/test-count-tally.R | 20 duckplyr-0.3.1/duckplyr/tests/testthat/test-deprec-do.R | 27 duckplyr-0.3.1/duckplyr/tests/testthat/test-distinct.R | 14 duckplyr-0.3.1/duckplyr/tests/testthat/test-dplyr.R | 12 duckplyr-0.3.1/duckplyr/tests/testthat/test-expr.R | 11 duckplyr-0.3.1/duckplyr/tests/testthat/test-fallback.R |only duckplyr-0.3.1/duckplyr/tests/testthat/test-filter.R | 66 duckplyr-0.3.1/duckplyr/tests/testthat/test-generics.R | 4 duckplyr-0.3.1/duckplyr/tests/testthat/test-group-map.R | 87 - duckplyr-0.3.1/duckplyr/tests/testthat/test-groups-with.R | 4 duckplyr-0.3.1/duckplyr/tests/testthat/test-join-rows.R |only duckplyr-0.3.1/duckplyr/tests/testthat/test-join.R | 38 duckplyr-0.3.1/duckplyr/tests/testthat/test-mutate.R | 136 - duckplyr-0.3.1/duckplyr/tests/testthat/test-rel_api.R | 724 +++++++++- duckplyr-0.3.1/duckplyr/tests/testthat/test-rename.R | 6 duckplyr-0.3.1/duckplyr/tests/testthat/test-select.R | 22 duckplyr-0.3.1/duckplyr/tests/testthat/test-sets.R | 2 duckplyr-0.3.1/duckplyr/tests/testthat/test-slice.R | 40 duckplyr-0.3.1/duckplyr/tests/testthat/test-summarise.R | 108 - duckplyr-0.3.1/duckplyr/tests/testthat/test-telemetry.R |only duckplyr-0.3.1/duckplyr/tests/testthat/test-transmute.R | 12 96 files changed, 1716 insertions(+), 615 deletions(-)
Title: Long-Short Term Memory for Time-Series Forecasting, Enhanced
Description: The LSTM (Long Short-Term Memory) model is a Recurrent Neural Network (RNN) based architecture that is widely used for time series forecasting. Customizable configurations for the model are allowed, improving the capabilities and usability of this model compared to other packages. This package is based on 'keras' and 'tensorflow' modules and the algorithm of Paul and Garai (2021) <doi:10.1007/s00500-021-06087-4>.
Author: Jaime Pizarroso Gonzalo [aut, ctb, cre],
Antonio Munoz San Roque [aut]
Maintainer: Jaime Pizarroso Gonzalo <jpizarroso@comillas.edu>
Diff between TSLSTMplus versions 1.0.3 dated 2024-02-04 and 1.0.4 dated 2024-03-10
DESCRIPTION | 8 ++++---- MD5 | 4 ++-- R/TSLSTM.R | 45 +++++++++++++++++++++++++++++++++++---------- 3 files changed, 41 insertions(+), 16 deletions(-)
Title: Linear Parametric Models Applied to Hydrological Series
Description: Apply Univariate Long Memory Models,
Apply Multivariate Short Memory Models To Hydrological Dataset,
Estimate Intensity Duration Frequency curve to rainfall series.
NEW -- Calculate the monthly water requirement for herbaceous and arboreal
plants.
Author: Corrado Tallerini [aut, cre],
Salvatore Grimaldi [aut]
Maintainer: Corrado Tallerini <corrado.tallerini@gmx.com>
Diff between LPM versions 2.9 dated 2022-03-27 and 3.0 dated 2024-03-10
DESCRIPTION | 14 - MD5 | 13 - R/LPM-internal.R | 584 +++++++++++++++++++++++++++++++++++++++++------------ R/PWN.R |only R/WNeeds.R |only data/Pistoia.rda |only man/LPM-package.Rd |only man/PWN.Rd |only man/Pistoia.Rd |only man/WNeeds.Rd |only man/restrict.Rd | 8 11 files changed, 487 insertions(+), 132 deletions(-)
Title: Interface Utilities, Model Templates, Parallel Computing Methods
and Additional Distributions for MCMC Models in JAGS
Description: User-friendly interface utilities for MCMC models via
Just Another Gibbs Sampler (JAGS), facilitating the use of parallel
(or distributed) processors for multiple chains, automated control
of convergence and sample length diagnostics, and evaluation of the
performance of a model using drop-k validation or against simulated
data. Template model specifications can be generated using a standard
lme4-style formula interface to assist users less familiar with the
BUGS syntax. A JAGS extension module provides additional distributions
including the Pareto family of distributions, the DuMouchel prior and
the half-Cauchy prior.
Author: Matthew Denwood [aut, cre],
Martyn Plummer [cph]
Maintainer: Matthew Denwood <md@sund.ku.dk>
Diff between runjags versions 2.2.2-1.1 dated 2023-08-21 and 2.2.2-4 dated 2024-03-10
CHANGELOG | 17 DESCRIPTION | 8 MD5 | 30 R/extract.runjags.R | 2 R/read.jagsfile.R | 8 R/runjags.readin.R | 12 R/template_huiwalter.R | 371 ++++- build/vignette.rds |binary configure | 3019 +++++++++++++++++++--------------------------- inst/doc/UserGuide.pdf |binary inst/doc/quickjags.Rmd | 2 inst/doc/quickjags.html | 139 +- man/extract.runjags.Rd | 2 man/read.jagsfile.Rd | 8 man/template_huiwalter.Rd | 45 vignettes/quickjags.Rmd | 2 16 files changed, 1765 insertions(+), 1900 deletions(-)
Title: Download and Visualize Essential Climate Change Data
Description: Provides easy access to essential climate change datasets to non-climate experts. Users can download the latest raw data from authoritative sources and view it via pre-defined 'ggplot2' charts. Datasets include atmospheric CO2, methane, emissions, instrumental and proxy temperature records, sea levels, Arctic/Antarctic sea-ice, Hurricanes, and Paleoclimate data. Sources include: NOAA Mauna Loa Laboratory <https://gml.noaa.gov/ccgg/trends/data.html>, Global Carbon Project <https://www.globalcarbonproject.org/carbonbudget/>, NASA GISTEMP <https://data.giss.nasa.gov/gistemp/>, National Snow and Sea Ice Data Center <https://nsidc.org/home>, CSIRO <https://research.csiro.au/slrwavescoast/sea-level/measurements-and-data/sea-level-data/>, NOAA Laboratory for Satellite Altimetry <https://www.star.nesdis.noaa.gov/socd/lsa/SeaLevelRise/> and HURDAT Atlantic Hurricane Database <https://www.aoml.noaa.gov/hrd/hurdat/Data_Storm.html>, Vostok Paleo carbon dio [...truncated...]
Author: Hernando Cortina [aut, cre]
Maintainer: Hernando Cortina <hch@alum.mit.edu>
Diff between hockeystick versions 0.8.3 dated 2024-01-09 and 0.8.4 dated 2024-03-10
DESCRIPTION | 8 - MD5 | 84 ++++++++-------- NAMESPACE | 7 + NEWS.md | 4 R/daily_temp.R | 42 +++++++- R/globalvars.R | 2 R/hockeystick-package.R | 16 +-- R/instrumental_temp.R | 125 ++++++++++++++++++++++++- R/isConnected.R | 40 ++++---- man/climate_grid.Rd | 62 ++++++------ man/figures/README-2ktemp-1.png |binary man/figures/README-carbon-1.png |binary man/figures/README-dailytemp-1.png |binary man/figures/README-emissions-1.png |binary man/figures/README-emissions-2.png |binary man/figures/README-emissionsmap-1.png |binary man/figures/README-grid-1.png |binary man/figures/README-hurricanes-1.png |binary man/figures/README-hurricanes-2.png |binary man/figures/README-icecurves-1.png |binary man/figures/README-methane-1.png |binary man/figures/README-paleo-1.png |binary man/figures/README-si-1.png |binary man/figures/README-sl-1.png |binary man/figures/README-stripes-1.png |binary man/figures/README-stripes2-1.png |binary man/figures/README-temp-1.png |binary man/file_info_.Rd | 28 ++--- man/get_carbon.Rd | 98 +++++++++---------- man/get_hurricanes.Rd | 104 ++++++++++---------- man/get_icecurves.Rd | 124 ++++++++++++------------ man/get_methane.Rd | 100 ++++++++++---------- man/get_seaice.Rd | 130 +++++++++++++------------- man/get_sealevel.Rd | 112 +++++++++++----------- man/get_temp.Rd | 110 +++++++++++----------- man/get_temp2k.Rd | 104 ++++++++++---------- man/getsize.Rd | 28 ++--- man/hockeystick_cache.Rd | 170 +++++++++++++++++----------------- man/hscache_path.Rd | 28 ++--- man/plot_dailytemp.Rd | 5 - man/plot_temp_monthly.Rd |only man/plot_temp_scatter.Rd |only man/print.hockeystick_cache_info.Rd | 42 ++++---- man/warming_stripes.Rd | 118 +++++++++++------------ 44 files changed, 930 insertions(+), 761 deletions(-)
Title: Manipulate and Map Origin-Destination Data
Description: The aim of 'od' is to provide tools and example datasets for working with
origin-destination ('OD') datasets of the type used to describe aggregate
urban mobility patterns (Carey et al. 1981) <doi:10.1287/trsc.15.1.32>.
The package builds on functions for working with 'OD' data in the package 'stplanr',
(Lovelace and Ellison 2018) <doi:10.32614/RJ-2018-053> with a focus on computational
efficiency and support for the 'sf' class system (Pebesma 2018) <doi:10.32614/RJ-2018-009>.
With few dependencies and a simple class system based on data frames,
the package is intended to facilitate efficient analysis of 'OD' datasets
and to provide a place for developing new functions.
The package enables the creation and analysis of geographic entities
representing large scale mobility patterns,
from daily travel between zones in cities to migration between countries.
Author: Robin Lovelace [aut, cre] ,
David Cooley [ctb]
Maintainer: Robin Lovelace <rob00x@gmail.com>
Diff between od versions 0.4.3 dated 2023-11-15 and 0.4.4 dated 2024-03-10
DESCRIPTION | 6 +++--- MD5 | 10 +++++----- NEWS.md | 4 ++++ R/od-funs.R | 5 ++--- build/vignette.rds |binary inst/doc/od.html | 4 ++-- 6 files changed, 16 insertions(+), 13 deletions(-)
Title: Small Molecule Octet/BLI Kinetics Experiment
Description: Bio-Layer Interferometry (BLI) is a technology to determine the binding kinetics between biomolecules. BLI signals are small and noisy when small molecules are investigated as ligands (analytes). We develop this package to process and analyze the BLI data acquired on Octet Red96 from Fortebio more accurately.
Sun Q., Li X., et al (2020) <doi:10.1038/s41467-019-14238-3>.
In this new version, we organize the BLI experiment data and analysis methods into a S4 class with self-explaining structure.
Author: Qingan Sun, Xiaojun Li, James C Sacchettini
Maintainer: Qingan Sun <quinsun@gmail.com>
Diff between smoke versions 2.0.0 dated 2020-01-19 and 2.0.1 dated 2024-03-10
smoke-2.0.0/smoke/data/datalist |only smoke-2.0.1/smoke/DESCRIPTION | 8 - smoke-2.0.1/smoke/MD5 | 39 +++---- smoke-2.0.1/smoke/R/bliMethod.R | 168 ++++++++++++++++----------------- smoke-2.0.1/smoke/build/partial.rdb |binary smoke-2.0.1/smoke/data/bli.RData |binary smoke-2.0.1/smoke/man/alignLoad.Rd | 1 smoke-2.0.1/smoke/man/baseline.Rd | 1 smoke-2.0.1/smoke/man/doubleBlank.Rd | 1 smoke-2.0.1/smoke/man/estimate.Rd | 1 smoke-2.0.1/smoke/man/fitKinetics.Rd | 1 smoke-2.0.1/smoke/man/kOff0.Rd | 1 smoke-2.0.1/smoke/man/kOn0.Rd | 1 smoke-2.0.1/smoke/man/kinetics.Rd | 1 smoke-2.0.1/smoke/man/ligand.Rd | 1 smoke-2.0.1/smoke/man/plotKinetics.Rd | 1 smoke-2.0.1/smoke/man/plotResiduals.Rd | 1 smoke-2.0.1/smoke/man/plotTraces.Rd | 1 smoke-2.0.1/smoke/man/smoke-package.Rd | 4 smoke-2.0.1/smoke/man/tExp.Rd | 1 smoke-2.0.1/smoke/man/traces.Rd | 1 21 files changed, 108 insertions(+), 125 deletions(-)
Title: Create Tables from Different Types of Regression
Description: Create regression tables from generalized linear model(GLM), generalized estimating equation(GEE), generalized linear mixed-effects model(GLMM), Cox proportional hazards model, survey-weighted generalized linear model(svyglm) and survey-weighted Cox model results for publication.
Author: Jinseob Kim [aut, cre] ,
Zarathu [cph, fnd],
Yoonkyoung Jeon [aut]
Maintainer: Jinseob Kim <jinseob2kim@gmail.com>
Diff between jstable versions 1.1.6 dated 2024-02-17 and 1.1.7 dated 2024-03-10
DESCRIPTION | 11 ++++---- MD5 | 26 ++++++++++-------- NAMESPACE | 3 ++ NEWS.md | 5 +++ R/coxme.R | 4 +- R/forestglm.R | 51 +++++++++++++++++++++---------------- R/glmshow.R | 55 ++++++++++++++++++++++++++++++++++------ data |only inst/doc/jstable.html | 34 ++++++++++++------------ man/TableSubgroupGLM.Rd | 3 -- man/TableSubgroupMultiGLM.Rd | 2 - man/coefNA.Rd | 1 man/mort.Rd |only tests/testthat/test-forestglm.R | 2 - tests/testthat/test-regtable.R | 2 - 15 files changed, 130 insertions(+), 69 deletions(-)
Title: Robust Geostatistical Analysis of Spatial Data
Description: Provides functions for efficiently fitting linear models with spatially correlated errors by robust (Kuensch et al. (2011) <doi:10.3929/ethz-a-009900710>) and Gaussian (Harville (1977) <doi:10.1080/01621459.1977.10480998>) (Restricted) Maximum Likelihood and for computing robust and customary point and block external-drift Kriging predictions (Cressie (1993) <doi:10.1002/9781119115151>), along with utility functions for variogram modelling in ad hoc geostatistical analyses, model building, model evaluation by cross-validation, (conditional) simulation of Gaussian processes (Davies and Bryant (2013) <doi:10.18637/jss.v055.i09>), unbiased back-transformation of Kriging predictions of log-transformed data (Cressie (2006) <doi:10.1007/s11004-005-9022-8>).
Author: Andreas Papritz [aut, cre]
Maintainer: Andreas Papritz <papritz@retired.ethz.ch>
Diff between georob versions 0.3-18 dated 2024-02-12 and 0.3-19 dated 2024-03-10
georob-0.3-18/georob/R/georob_private_functions.R |only georob-0.3-19/georob/ChangeLog | 14 ++ georob-0.3-19/georob/DESCRIPTION | 8 - georob-0.3-19/georob/MD5 | 49 +++++----- georob-0.3-19/georob/R/georob_S3methods.R | 28 +++++ georob-0.3-19/georob/R/georob_cv.R | 8 + georob-0.3-19/georob/R/georob_exported_functions.R | 14 ++ georob-0.3-19/georob/R/georob_predict.R | 28 +++++ georob-0.3-19/georob/R/georob_private_further_functions.R |only georob-0.3-19/georob/R/georob_private_generalized_covariances.R |only georob-0.3-19/georob/R/georob_private_georob_fit.R |only georob-0.3-19/georob/R/georob_private_psi_functions_etc.R |only georob-0.3-19/georob/R/georob_simulation.R | 42 ++++++-- georob-0.3-19/georob/inst/NEWS.Rd | 30 +++++- georob-0.3-19/georob/inst/doc/georob_vignette.Rnw | 2 georob-0.3-19/georob/inst/doc/georob_vignette.pdf |binary georob-0.3-19/georob/man/compress.Rd | 2 georob-0.3-19/georob/man/control.georob.Rd | 8 + georob-0.3-19/georob/man/georob.Rd | 4 georob-0.3-19/georob/man/georobModelBuilding.Rd | 6 - georob-0.3-19/georob/man/georobObject.Rd | 13 +- georob-0.3-19/georob/man/georobPackage.Rd | 14 +- georob-0.3-19/georob/man/georobSimulation.Rd | 2 georob-0.3-19/georob/man/plot.georob.Rd | 8 - georob-0.3-19/georob/man/pmm.Rd | 12 +- georob-0.3-19/georob/man/predict.georob.Rd | 4 georob-0.3-19/georob/man/sample.variogram.Rd | 4 georob-0.3-19/georob/vignettes/georob_vignette.Rnw | 2 28 files changed, 223 insertions(+), 79 deletions(-)
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2024-02-27 0.1.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2023-09-06 0.1.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2024-02-26 0.2.3
2024-01-09 0.2.0
2024-01-09 0.2.1
2023-06-13 0.1.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2024-02-02 0.1.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2024-01-15 0.1.2
2024-01-12 0.1.1
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2024-01-12 0.1.0
Previous versions (as known to CRANberries) which should be available via the Archive link are:
2024-01-25 0.1.1
2023-12-15 0.1.0
Title: A Collection of Efficient and Extremely Fast R Functions II
Description: A collection of fast statistical and utility functions for data analysis. Functions for regression, maximum likelihood, column-wise statistics and many more have been included. C++ has been utilized to speed up the functions. References: Tsagris M., Papadakis M. (2018). Taking R to its limits: 70+ tips. PeerJ Preprints 6:e26605v1 <doi:10.7287/peerj.preprints.26605v1>.
Author: Manos Papadakis, Michail Tsagris, Stefanos Fafalios, Marios Dimitriadis and Manos Lasithiotakis.
Maintainer: Manos Papadakis <rfastofficial@gmail.com>
Diff between Rfast2 versions 0.1.5.1 dated 2023-08-07 and 0.1.5.2 dated 2024-03-10
DESCRIPTION | 14 MD5 | 65 +- NAMESPACE | 15 NEWS.md | 35 + R/big.knn.R | 40 - R/column_wise_mle.R | 30 R/covariance_and_correlation_related_functions.R | 84 ++ R/den.contours.R | 2 R/jbtests.R |only R/lm.parboot.R | 20 R/many_regression_models.R | 4 R/naive.bayes.classifiers.R | 4 R/normal.etest.R |only R/regression_models.R | 35 + R/univariate.mle.R | 700 ----------------------- README.md | 7 build |only inst/include/Rfast2/parallel.h | 2 inst/include/Rfast2/templates_rfast2.h | 33 + man/Rfast2-package.Rd | 12 man/batch.logistic.Rd |only man/bigknn.cv.Rd | 4 man/collognorm.mle.Rd | 37 - man/covar.Rd | 6 man/el.cor.test.Rd |only man/jbtests.Rd |only man/lm.parboot.Rd | 10 man/macros |only man/nb.cv.Rd | 3 man/normal.etest.Rd |only man/regmlelda.cv.Rd | 4 src/col_row_utilities.cpp | 38 + src/fbed_reg.cpp | 559 ++++++++++-------- src/gamma_reg.cpp | 93 +-- src/init.c | 18 src/skel_helper.cpp | 6 src/univariate_mle.cpp |only src/wild_boot.cpp | 4 38 files changed, 806 insertions(+), 1078 deletions(-)
Title: Binned Data Analysis
Description: Algorithms developed for binned data analysis,
gene expression data analysis and
measurement error models for ordinal data analysis.
Author: Bin Wang <bwang831@gmail.com>
Maintainer: Bin Wang <bwang831@gmail.com>
Diff between bda versions 17.1.2 dated 2023-10-13 and 18.1.2 dated 2024-03-10
bda-17.1.2/bda/R/mixlnorm.R |only bda-17.1.2/bda/R/mixnorm.R |only bda-18.1.2/bda/DESCRIPTION | 8 bda-18.1.2/bda/MD5 | 28 - bda-18.1.2/bda/NAMESPACE | 3 bda-18.1.2/bda/R/PROtest.R | 1083 ++++++++++++++++++++++++++++++++++------ bda-18.1.2/bda/R/binning.R | 117 +++- bda-18.1.2/bda/R/fitFSD.R | 96 ++- bda-18.1.2/bda/R/fitPRO.R | 105 ++- bda-18.1.2/bda/R/mixlnormDist.R |only bda-18.1.2/bda/R/mixnormDist.R |only bda-18.1.2/bda/R/zzz.R | 2 bda-18.1.2/bda/man/PROtest.Rd | 12 bda-18.1.2/bda/src/em.c | 36 + bda-18.1.2/bda/src/fitdist.c | 136 +++++ bda-18.1.2/bda/src/init.c | 16 bda-18.1.2/bda/src/smoothKDE.f | 10 17 files changed, 1378 insertions(+), 274 deletions(-)