Showing 107 of total 107 results (show query)
kjhealy
gssrdoc:Document General Social Survey Variable
The General Social Survey (GSS) is a long-running, mostly annual survey of US households. It is administered by the National Opinion Research Center (NORC). This package contains the a tibble with information on the survey variables, together with every variable documented as an R help page. For more information on the GSS see \url{http://gss.norc.org}.
Maintained by Kieran Healy. Last updated 12 months ago.
101.1 match 2.28 score 38 scripts
robinhankin
hyper2:The Hyperdirichlet Distribution, Mark 2
A suite of routines for the hyperdirichlet distribution and reified Bradley-Terry; supersedes the 'hyperdirichlet' package; uses 'disordR' discipline <doi:10.48550/ARXIV.2210.03856>. To cite in publications please use Hankin 2017 <doi:10.32614/rj-2017-061>, and for Generalized Plackett-Luce likelihoods use Hankin 2024 <doi:10.18637/jss.v109.i08>.
Maintained by Robin K. S. Hankin. Last updated 1 hours ago.
19.6 match 5 stars 7.91 score 38 scripts 1 dependents
wjbraun
DAAG:Data Analysis and Graphics Data and Functions
Functions and data sets used in examples and exercises in the text Maindonald, J.H. and Braun, W.J. (2003, 2007, 2010) "Data Analysis and Graphics Using R", and in an upcoming Maindonald, Braun, and Andrews text that builds on this earlier text.
Maintained by W. John Braun. Last updated 12 months ago.
16.0 match 8.35 score 1.2k scripts 1 dependents
alanarnholt
BSDA:Basic Statistics and Data Analysis
Data sets for book "Basic Statistics and Data Analysis" by Larry J. Kitchens.
Maintained by Alan T. Arnholt. Last updated 2 years ago.
13.9 match 7 stars 9.11 score 1.3k scripts 6 dependents
openintrostat
openintro:Datasets and Supplemental Functions from 'OpenIntro' Textbooks and Labs
Supplemental functions and data for 'OpenIntro' resources, which includes open-source textbooks and resources for introductory statistics (<https://www.openintro.org/>). The package contains datasets used in our open-source textbooks along with custom plotting functions for reproducing book figures. Note that many functions and examples include color transparency; some plotting elements may not show up properly (or at all) when run in some versions of Windows operating system.
Maintained by Mine Çetinkaya-Rundel. Last updated 3 months ago.
10.7 match 240 stars 11.29 score 6.0k scriptsopenintrostat
usdata:Data on the States and Counties of the United States
Demographic data on the United States at the county and state levels spanning multiple years.
Maintained by Mine Çetinkaya-Rundel. Last updated 10 months ago.
17.4 match 9 stars 6.89 score 294 scripts 1 dependents
kylegrealis
nascaR.data:NASCAR Race Data
A collection of NASCAR race, driver, owner and manufacturer data across the three major NASCAR divisions: NASCAR Cup Series, NASCAR Xfinity Series, and NASCAR Craftsman Truck Series. The curated data begins with the 1949 season and extends through the end of the 2024 season. Explore race, season, or career performance for drivers, teams, and manufacturers throughout NASCAR's history. Data was sourced with permission from DriverAverages.com.
Maintained by Kyle Grealis. Last updated 28 days ago.
data-sciencedata-visualizationracing
24.9 match 5 stars 4.70 score 2 scripts
mlopez-ibanez
irace:Iterated Racing for Automatic Algorithm Configuration
Iterated race is an extension of the Iterated F-race method for the automatic configuration of optimization algorithms, that is, (offline) tuning their parameters by finding the most appropriate settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) <doi:10.1016/j.orp.2016.09.002>.
Maintained by Manuel López-Ibáñez. Last updated 2 months ago.
algorithm-configurationhyperparameter-tuningiraceoptimization-algorithms
10.9 match 63 stars 10.20 score 103 scripts 1 dependents
jacobkap
predictrace:Predict the Race and Gender of a Given Name Using Census and Social Security Administration Data
Predicts the most common race of a surname and based on U.S. Census data, and the most common first named based on U.S. Social Security Administration data.
Maintained by Jacob Kaplan. Last updated 2 years ago.
21.6 match 12 stars 5.03 score 18 scripts
alexwhitworth
synthACS:Synthetic Microdata and Spatial MicroSimulation Modeling for ACS Data
Provides access to curated American Community Survey (ACS) base tables via a wrapper to library(acs). Builds synthetic micro-datasets at any user-specified geographic level with ten default attributes; and, conducts spatial microsimulation modeling (SMSM) via simulated annealing. SMSM is conducted in parallel by default. Lastly, we provide functionality for data-extensibility of micro-datasets <doi:10.18637/jss.v104.i07>.
Maintained by Alex Whitworth. Last updated 2 years ago.
acsacs-datamicrosimulationspatial-data-analysiscpp
24.8 match 5 stars 4.29 score 78 scripts
svmiller
dragracer:Data Sets for RuPaul's Drag Race
These are data sets for the hit TV show, RuPaul's Drag Race. Data right now include episode-level data, contestant-level data, and episode-contestant-level data. This is a work in progress, and a love letter of a kind to RuPaul's Drag Race and the performers that have appeared on the show. This may not be the most productive use of my time, but I have tenure and what are you going to do about it? I think there is at least some value in this package if it allows the show's fandom to learn more about the R programming language around its contents.
Maintained by Steve Miller. Last updated 2 years ago.
21.1 match 21 stars 5.02 score 9 scripts
lightbluetitan
usdatasets:A Comprehensive Collection of U.S. Datasets
Provides a diverse collection of U.S. datasets encompassing various fields such as crime, economics, education, finance, energy, healthcare, and more. It serves as a valuable resource for researchers and analysts seeking to perform in-depth analyses and derive insights from U.S.-specific data.
Maintained by Renzo Caceres Rossi. Last updated 6 months ago.
13.7 match 7 stars 5.99 score 141 scripts
tidymodels
finetune:Additional Functions for Model Tuning
The ability to tune models is important. 'finetune' enhances the 'tune' package by providing more specialized methods for finding reasonable values of model tuning parameters. Two racing methods described by Kuhn (2014) <arXiv:1405.6974> are included. An iterative search method using generalized simulated annealing (Bohachevsky, Johnson and Stein, 1986) <doi:10.1080/00401706.1986.10488128> is also included.
Maintained by Max Kuhn. Last updated 8 months ago.
9.4 match 62 stars 8.36 score 704 scripts 1 dependents
r-forge
Sleuth3:Data Sets from Ramsey and Schafer's "Statistical Sleuth (3rd Ed)"
Data sets from Ramsey, F.L. and Schafer, D.W. (2013), "The Statistical Sleuth: A Course in Methods of Data Analysis (3rd ed)", Cengage Learning.
Maintained by Berwin A Turlach. Last updated 1 years ago.
12.5 match 6.29 score 522 scripts
dfe-analytical-services
dfeR:Common Department for Education Analysis Tasks
Preferred methods for common analytical tasks that are undertaken across the Department, including number formatting, project templates and curated reference data.
Maintained by Cam Race. Last updated 1 months ago.
9.0 match 12 stars 6.89 score 8 scripts
christopherkenny
censable:Making Census Data More Usable
Creates a common framework for organizing, naming, and gathering population, age, race, and ethnicity data from the Census Bureau. Accesses the API <https://www.census.gov/data/developers/data-sets.html>. Provides tools for adding information to existing data to line up with Census data.
Maintained by Christopher T. Kenny. Last updated 10 months ago.
10.9 match 8 stars 5.30 score 42 scripts 4 dependents
chris-prener
biscale:Tools and Palettes for Bivariate Thematic Mapping
Provides a 'ggplot2' centric approach to bivariate mapping. This is a technique that maps two quantities simultaneously rather than the single value that most thematic maps display. The package provides a suite of tools for calculating breaks using multiple different approaches, a selection of palettes appropriate for bivariate mapping and scale functions for 'ggplot2' calls that adds those palettes to maps. Tools for creating bivariate legends are also included.
Maintained by Christopher Prener. Last updated 3 years ago.
6.8 match 122 stars 8.53 score 466 scriptsr-forge
Sleuth2:Data Sets from Ramsey and Schafer's "Statistical Sleuth (2nd Ed)"
Data sets from Ramsey, F.L. and Schafer, D.W. (2002), "The Statistical Sleuth: A Course in Methods of Data Analysis (2nd ed)", Duxbury.
Maintained by Berwin A Turlach. Last updated 1 years ago.
8.5 match 5.79 score 191 scripts
atahk
pscl:Political Science Computational Laboratory
Bayesian analysis of item-response theory (IRT) models, roll call analysis; computing highest density regions; maximum likelihood estimation of zero-inflated and hurdle models for count data; goodness-of-fit measures for GLMs; data sets used in writing and teaching; seats-votes curves.
Maintained by Simon Jackman. Last updated 1 years ago.
3.4 match 67 stars 13.28 score 2.7k scripts 54 dependents
sehellmann
dynConfiR:Dynamic Models for Confidence and Response Time Distributions
Provides density functions for the joint distribution of choice, response time and confidence for discrete confidence judgments as well as functions for parameter fitting, prediction and simulation for various dynamical models of decision confidence. All models are explained in detail by Hellmann et al. (2023; Preprint available at <https://osf.io/9jfqr/>, published version: <doi:10.1037/rev0000411>). Implemented models are the dynaViTE model, dynWEV model, the 2DSD model (Pleskac & Busemeyer, 2010, <doi:10.1037/a0019737>), and various race models. C++ code for dynWEV and 2DSD is based on the 'rtdists' package by Henrik Singmann.
Maintained by Sebastian Hellmann. Last updated 11 days ago.
7.2 match 3 stars 5.47 score 18 scripts
friendly
vcdExtra:'vcd' Extensions and Additions
Provides additional data sets, methods and documentation to complement the 'vcd' package for Visualizing Categorical Data and the 'gnm' package for Generalized Nonlinear Models. In particular, 'vcdExtra' extends mosaic, assoc and sieve plots from 'vcd' to handle 'glm()' and 'gnm()' models and adds a 3D version in 'mosaic3d'. Additionally, methods are provided for comparing and visualizing lists of 'glm' and 'loglm' objects. This package is now a support package for the book, "Discrete Data Analysis with R" by Michael Friendly and David Meyer.
Maintained by Michael Friendly. Last updated 8 days ago.
categorical-data-visualizationgeneralized-linear-modelsmosaic-plots
3.6 match 24 stars 10.85 score 472 scripts 3 dependents
guyabel
migest:Methods for the Indirect Estimation of Bilateral Migration
Tools for estimating, measuring and working with migration data.
Maintained by Guy J. Abel. Last updated 2 months ago.
6.7 match 32 stars 5.80 score 86 scripts
cran
MASS:Support Functions and Datasets for Venables and Ripley's MASS
Functions and datasets to support Venables and Ripley, "Modern Applied Statistics with S" (4th edition, 2002).
Maintained by Brian Ripley. Last updated 1 months ago.
3.6 match 19 stars 10.64 score 11k dependents
zmeers
flourishcharts:'Flourish' for 'R' and 'Python'
Interactive data visualization for data practitioners. 'flourishcharts' allows users to visualize their data using 'Flourish' graphs that are grounded in data storytelling principles. Users can create racing bar & line charts, as well as other interactive elements commonly found in 'D3' graphics, easily in 'R' and 'Python'. The package relies on an enterprise API provided by 'Flourish', a data visualization platform <https://developers.flourish.studio/api/introduction/>.
Maintained by Zoe Meers. Last updated 5 months ago.
12.6 match 3.00 score 5 scripts
helske
KFAS:Kalman Filter and Smoother for Exponential Family State Space Models
State space modelling is an efficient and flexible framework for statistical inference of a broad class of time series and other data. KFAS includes computationally efficient functions for Kalman filtering, smoothing, forecasting, and simulation of multivariate exponential family state space models, with observations from Gaussian, Poisson, binomial, negative binomial, and gamma distributions. See the paper by Helske (2017) <doi:10.18637/jss.v078.i10> for details.
Maintained by Jouni Helske. Last updated 7 months ago.
dynamic-linear-modelexponential-familyfortrangaussian-modelsstate-spacetime-seriesopenblas
3.4 match 64 stars 10.97 score 242 scripts 16 dependents
trinker
wakefield:Generate Random Data Sets
Generates random data sets including: data.frames, lists, and vectors.
Maintained by Tyler Rinker. Last updated 5 years ago.
5.2 match 256 stars 7.13 score 209 scriptslightbluetitan
crimedatasets:A Comprehensive Collection of Crime-Related Datasets
A comprehensive collection of datasets exclusively focused on crimes, criminal activities, and related topics. This package serves as a valuable resource for researchers, analysts, and students interested in crime analysis, criminology, social and economic studies related to criminal behavior. Datasets span global and local contexts, with a mix of tabular and spatial data.
Maintained by Renzo Caceres Rossi. Last updated 4 months ago.
7.5 match 8 stars 4.90 score 3 scripts
r-computing-lab
discord:Functions for Discordant Kinship Modeling
Functions for discordant kinship modeling (and other sibling-based quasi-experimental designs). Currently, the package contains data restructuring functions and functions for generating biometrically informed data for kin pairs.
Maintained by S. Mason Garrison. Last updated 1 years ago.
7.6 match 4.83 score 34 scripts
hanase
BMA:Bayesian Model Averaging
Package for Bayesian model averaging and variable selection for linear models, generalized linear models and survival models (cox regression).
Maintained by Hana Sevcikova. Last updated 3 months ago.
3.8 match 38 stars 9.40 score 152 scripts 14 dependents
rstudio
promises:Abstractions for Promise-Based Asynchronous Programming
Provides fundamental abstractions for doing asynchronous programming in R using promises. Asynchronous programming is useful for allowing a single R process to orchestrate multiple tasks in the background while also attending to something else. Semantics are similar to 'JavaScript' promises, but with a syntax that is idiomatic R.
Maintained by Joe Cheng. Last updated 2 months ago.
2.0 match 204 stars 17.10 score 688 scripts 2.6k dependents
projectmosaic
mosaicData:Project MOSAIC Data Sets
Data sets from Project MOSAIC (<http://www.mosaic-web.org>) used to teach mathematics, statistics, computation and modeling. Funded by the NSF, Project MOSAIC is a community of educators working to tie together aspects of quantitative work that students in science, technology, engineering and mathematics will need in their professional lives, but which are usually taught in isolation, if at all.
Maintained by Randall Pruim. Last updated 1 years ago.
4.0 match 6 stars 8.33 score 632 scripts 8 dependents
insightsengineering
chevron:Standard TLGs for Clinical Trials Reporting
Provide standard tables, listings, and graphs (TLGs) libraries used in clinical trials. This package implements a structure to reformat the data with 'dunlin', create reporting tables using 'rtables' and 'tern' with standardized input arguments to enable quick generation of standard outputs. In addition, it also provides comprehensive data checks and script generation functionality.
Maintained by Joe Zhu. Last updated 1 months ago.
clinical-trialsgraphslistingsnestreportingtables
4.0 match 14 stars 8.30 score 12 scripts
clevelandclinicqhs
sociome:Operationalizing Social Determinants of Health Data for Researchers
Accesses raw data via API and calculates social determinants of health measures for user-specified locations in the US, returning them in tidyverse- and sf-compatible data frames.
Maintained by Nik Krieger. Last updated 1 years ago.
6.9 match 30 stars 4.65 score 8 scripts 1 dependentschris-prener
areal:Areal Weighted Interpolation
A pipeable, transparent implementation of areal weighted interpolation with support for interpolating multiple variables in a single function call. These tools provide a full-featured workflow for validation and estimation that fits into both modern data management (e.g. tidyverse) and spatial data (e.g. sf) frameworks.
Maintained by Christopher Prener. Last updated 3 years ago.
3.5 match 93 stars 8.88 score 106 scripts 4 dependents
tidyverts
tsibbledata:Diverse Datasets for 'tsibble'
Provides diverse datasets in the 'tsibble' data structure. These datasets are useful for learning and demonstrating how tidy temporal data can tidied, visualised, and forecasted.
Maintained by Mitchell OHara-Wild. Last updated 5 months ago.
3.6 match 25 stars 8.44 score 740 scripts 2 dependents
bayes-rules
bayesrules:Datasets and Supplemental Functions from Bayes Rules! Book
Provides datasets and functions used for analysis and visualizations in the Bayes Rules! book (<https://www.bayesrulesbook.com>). The package contains a set of functions that summarize and plot Bayesian models from some conjugate families and another set of functions for evaluation of some Bayesian models.
Maintained by Mine Dogucu. Last updated 3 years ago.
3.8 match 72 stars 8.06 score 466 scripts
mlr-org
mlr3tuning:Hyperparameter Optimization for 'mlr3'
Hyperparameter optimization package of the 'mlr3' ecosystem. It features highly configurable search spaces via the 'paradox' package and finds optimal hyperparameter configurations for any 'mlr3' learner. 'mlr3tuning' works with several optimization algorithms e.g. Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband (in 'mlr3hyperband'). Moreover, it can automatically optimize learners and estimate the performance of optimized models with nested resampling.
Maintained by Marc Becker. Last updated 4 months ago.
bbotkhyperparameter-optimizationhyperparameter-tuningmachine-learningmlr3optimizationtunetuning
2.4 match 55 stars 11.53 score 384 scripts 11 dependents
vlyubchich
lawstat:Tools for Biostatistics, Public Policy, and Law
Statistical tests widely utilized in biostatistics, public policy, and law. Along with the well-known tests for equality of means and variances, randomness, and measures of relative variability, the package contains new robust tests of symmetry, omnibus and directional tests of normality, and their graphical counterparts such as robust QQ plot, robust trend tests for variances, etc. All implemented tests and methods are illustrated by simulations and real-life examples from legal statistics, economics, and biostatistics.
Maintained by Yulia R. Gel. Last updated 2 years ago.
3.5 match 7.34 score 484 scripts 6 dependents
njlyon0
dndR:Dungeons & Dragons Functions for Players and Dungeon Masters
The goal of 'dndR' is to provide a suite of Dungeons & Dragons related functions. This package is meant to be useful both to players and Dungeon Masters (DMs). All functions currently focus on Fifth Edition (a.k.a. "5e") but once the next edition is published functions will likely be expanded to include any rule changes.
Maintained by Nicholas Lyon. Last updated 11 months ago.
data-sciencedungeons-and-dragonsttrpg
3.6 match 17 stars 6.98 score 16 scripts
elipousson
getACS:Help Wrangling American Community Survey Data from tidycensus
A package with helper functions for working with Census data downloaded with the tidycensus package.
Maintained by Eli Pousson. Last updated 2 months ago.
american-community-surveytidycensus
5.3 match 4 stars 4.68 score 10 scripts
bioc
sevenbridges:Seven Bridges Platform API Client and Common Workflow Language Tool Builder in R
R client and utilities for Seven Bridges platform API, from Cancer Genomics Cloud to other Seven Bridges supported platforms.
Maintained by Phil Webster. Last updated 5 months ago.
softwaredataimportthirdpartyclientapi-clientbioconductorbioinformaticscloudcommon-workflow-languagesevenbridges
3.3 match 35 stars 7.40 score 24 scriptschristopherkenny
ppmf:Read Census Privacy Protected Microdata Files
Implements data processing described in <doi:10.1126/sciadv.abk3283> to align modern differentially private data with formatting of older US Census data releases. The primary goal is to read in Census Privacy Protected Microdata Files data in a reproducible way. This includes tools for aggregating to relevant levels of geography by creating geographic identifiers which match the US Census Bureau's numbering. Additionally, there are tools for grouping race numeric identifiers into categories, consistent with OMB (Office of Management and Budget) classifications. Functions exist for downloading and linking to existing sources of privacy protected microdata.
Maintained by Christopher T. Kenny. Last updated 2 years ago.
9.0 match 1 stars 2.70 score 3 scriptsmlr-org
bbotk:Black-Box Optimization Toolkit
Features highly configurable search spaces via the 'paradox' package and optimizes every user-defined objective function. The package includes several optimization algorithms e.g. Random Search, Iterated Racing, Bayesian Optimization (in 'mlr3mbo') and Hyperband (in 'mlr3hyperband'). bbotk is the base package of 'mlr3tuning', 'mlr3fselect' and 'miesmuschel'.
Maintained by Marc Becker. Last updated 4 months ago.
bbotkblack-box-optimizationdata-sciencehyperparameter-optimizationhyperparameter-tuningmachine-learningmlr3optimization
2.4 match 22 stars 9.83 score 166 scripts 14 dependents
rpruim
fastR2:Foundations and Applications of Statistics Using R (2nd Edition)
Data sets and utilities to accompany the second edition of "Foundations and Applications of Statistics: an Introduction using R" (R Pruim, published by AMS, 2017), a text covering topics from probability and mathematical statistics at an advanced undergraduate level. R is integrated throughout, and access to all the R code in the book is provided via the snippet() function.
Maintained by Randall Pruim. Last updated 1 years ago.
4.0 match 13 stars 5.85 score 108 scripts
homerhanumat
tigerstats:R Functions for Elementary Statistics
A collection of data sets and functions that are useful in the teaching of statistics at an elementary level to students who may have little or no previous experience with the command line. The functions for elementary inferential procedures follow a uniform interface for user input. Some of the functions are instructional applets that can only be run on the R Studio integrated development environment with package 'manipulate' installed. Other instructional applets are Shiny apps that may be run locally. In teaching the package is used alongside of package 'mosaic', 'mosaicData' and 'abd', which are therefore listed as dependencies.
Maintained by Homer White. Last updated 5 years ago.
4.0 match 16 stars 5.74 score 327 scripts
kosukeimai
wru:Who are You? Bayesian Prediction of Racial Category Using Surname, First Name, Middle Name, and Geolocation
Predicts individual race/ethnicity using surname, first name, middle name, geolocation, and other attributes, such as gender and age. The method utilizes Bayes' Rule (with optional measurement error correction) to compute the posterior probability of each racial category for any given individual. The package implements methods described in Imai and Khanna (2016) "Improving Ecological Inference by Predicting Individual Ethnicity from Voter Registration Records" Political Analysis <DOI:10.1093/pan/mpw001> and Imai, Olivella, and Rosenman (2022) "Addressing census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements" <DOI:10.1126/sciadv.adc9824>. The package also incorporates the data described in Rosenman, Olivella, and Imai (2023) "Race and ethnicity data for first, middle, and surnames" <DOI:10.1038/s41597-023-02202-2>.
Maintained by Brandon Bertelsen. Last updated 10 months ago.
2.9 match 133 stars 7.54 score 146 scriptstidymodels
shinymodels:Interactive Assessments of Models
Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the app can be used to determine if there is lack of fit or poorly predicted points.
Maintained by Simon Couch. Last updated 5 months ago.
3.5 match 48 stars 6.21 score 48 scripts
dtkaplan
LSTbook:Data and Software for "Lessons in Statistical Thinking"
"Lessons in Statistical Thinking" D.T. Kaplan (2014) <https://dtkaplan.github.io/Lessons-in-statistical-thinking/> is a textbook for a first or second course in statistics that embraces data wrangling, causal reasoning, modeling, statistical adjustment, and simulation. 'LSTbook' supports the student-centered, tidy, pipeline-oriented computing style featured in the book.
Maintained by Daniel Kaplan. Last updated 5 days ago.
3.4 match 4 stars 6.32 score 27 scripts
tyee001
VGAMdata:Data Supporting the 'VGAM' Package
Mainly data sets to accompany the VGAM package and the book "Vector Generalized Linear and Additive Models: With an Implementation in R" (Yee, 2015) <DOI:10.1007/978-1-4939-2818-7>. These are used to illustrate vector generalized linear and additive models (VGLMs/VGAMs), and associated models (Reduced-Rank VGLMs, Quadratic RR-VGLMs, Row-Column Interaction Models, and constrained and unconstrained ordination models in ecology). This package now contains some old VGAM family functions which have been replaced by newer ones (often because they are now special cases).
Maintained by Thomas Yee. Last updated 2 months ago.
7.0 match 1 stars 2.94 score 95 scripts 1 dependents
teachinglab
tlShiny:Supplies essential functions to Teaching Lab dashboards
A bunch of random functions I use in developing dashboards Needs to vastly reduce the number of dependencies at the moment.
Maintained by Duncan Gates. Last updated 4 days ago.
6.8 match 3.04 score
a2-ai
scicalc:Scientific Calculations for Quantitative Clinical Pharmacology and Pharmacometrics Analysis
Utility functions helpful for reproducible scientific calculations.
Maintained by Matthew Smith. Last updated 2 months ago.
5.0 match 1 stars 4.04 score 4 scriptsopenintrostat
cherryblossom:Cherry Blossom Run Race Results
Race results of the Cherry Blossom Run, which is an annual road race that takes place in Washington, DC.
Maintained by Mine Çetinkaya-Rundel. Last updated 1 years ago.
3.9 match 6 stars 5.11 score 28 scripts 1 dependentssvmiller
peacesciencer:Tools and Data for Quantitative Peace Science Research
These are useful tools and data sets for the study of quantitative peace science. The goal for this package is to include tools and data sets for doing original research that mimics well what a user would have to previously get from a software package that may not be well-sourced or well-supported. Those software bundles were useful the extent to which they encourage replications of long-standing analyses by starting the data-generating process from scratch. However, a lot of the functionality can be done relatively quickly and more transparently in the R programming language.
Maintained by Steve Miller. Last updated 19 days ago.
3.6 match 29 stars 5.49 score 211 scripts
shabbychef
ohenery:Modeling of Ordinal Random Variables via Softmax Regression
Supports the modeling of ordinal random variables, like the outcomes of races, via Softmax regression, under the Harville <doi:10.1080/01621459.1973.10482425> and Henery <doi:10.1111/j.2517-6161.1981.tb01153.x> models.
Maintained by Steven E. Pav. Last updated 1 years ago.
4.5 match 6 stars 4.26 score 6 scripts 2 dependents
statmanrobin
Stat2Data:Datasets for Stat2
Datasets for the textbook Stat2: Modeling with Regression and ANOVA (second edition). The package also includes data for the first edition, Stat2: Building Models for a World of Data and a few functions for plotting diagnostics.
Maintained by Robin Lock. Last updated 6 years ago.
3.8 match 5 stars 4.94 score 544 scripts
salernos
svycdiff:Controlled Difference Estimation for Complex Surveys
Estimates the population average controlled difference for a given outcome between levels of a binary treatment, exposure, or other group membership variable of interest for clustered, stratified survey samples where sample selection depends on the comparison group. Provides three methods for estimation, namely outcome modeling and two factorizations of inverse probability weighting. Under stronger assumptions, these methods estimate the causal population average treatment effect. Salerno et al., (2024) <doi:10.48550/arXiv.2406.19597>.
Maintained by Stephen Salerno. Last updated 26 days ago.
3.6 match 1 stars 4.54 score 4 scripts
tslumley
rimu:Responses in Multiplex
Tools for manipulating, exploring, and visualising multiple-response data, including scored or ranked responses. Conversions to and from factors, lists, strings, matrices; reordering, lumping, flattening; set operations; tables; frequency and co-occurrence plots.
Maintained by Thomas Lumley. Last updated 1 years ago.
3.3 match 4 stars 4.78 score 10 scripts
impaug
ComradesM:The Comrades Marathon 1921 to 2019
Datasets related to the Comrades Marathon used in the book Antony Unwin (2024, ISBN:978-0367674007) "Getting (more out of) Graphics". The main dataset contains the times of every runner that finished in the time limit for each year the race was run.
Maintained by Antony Unwin. Last updated 7 months ago.
9.0 match 1.70 scorekjhealy
covdata:COVID-19 Data
COVID-19 related data from the ECDC, the COVID-19 Tracking Project, the New York Times, the Human Mortality Database, and Apple. Packaged for R.
Maintained by Kieran Healy. Last updated 2 years ago.
3.2 match 83 stars 4.73 score 129 scriptscran
ei:Ecological Inference
Software accompanying Gary King's book: A Solution to the Ecological Inference Problem. (1997). Princeton University Press. ISBN 978-0691012407.
Maintained by James Honaker. Last updated 8 years ago.
7.6 match 1 stars 2.00 score
rtdists
rtdists:Response Time Distributions
Provides response time distributions (density/PDF, distribution function/CDF, quantile function, and random generation): (a) Ratcliff diffusion model (Ratcliff & McKoon, 2008, <doi:10.1162/neco.2008.12-06-420>) based on C code by Andreas and Jochen Voss and (b) linear ballistic accumulator (LBA; Brown & Heathcote, 2008, <doi:10.1016/j.cogpsych.2007.12.002>) with different distributions underlying the drift rate.
Maintained by Henrik Singmann. Last updated 3 years ago.
1.7 match 46 stars 8.85 score 116 scripts 2 dependents
bayesball
ProbBayes:Probability and Bayesian Modeling
Functions and datasets to accompany J. Albert and J. Hu, "Probability and Bayesian Modeling", CRC Press, (2019, ISBN: 1138492566).
Maintained by Jim Albert. Last updated 4 years ago.
3.5 match 5 stars 4.30 score 80 scripts
ctn-0094
public.ctn0094extra:Helper Files for the CTN-0094 Relational Database
Engineered features and "helper" functions ancillary to the 'public.ctn0094data' package, extending this package for ease of use (see <https://CRAN.R-project.org/package=public.ctn0094data>). This 'public.ctn0094data' package contains harmonized datasets from some of the National Institute of Drug Abuse's Clinical Trials Network (NIDA's CTN) projects. Specifically, the CTN-0094 project is to harmonize and de-identify clinical trials data from the CTN-0027, CTN-0030, and CTN-51 studies for opioid use disorder. This current version is built from 'public.ctn0094data' v. 1.0.6.
Maintained by Gabriel Odom. Last updated 1 years ago.
3.6 match 3.88 score 15 scriptsbioc
GenomicDataCommons:NIH / NCI Genomic Data Commons Access
Programmatically access the NIH / NCI Genomic Data Commons RESTful service.
Maintained by Sean Davis. Last updated 2 months ago.
dataimportsequencingapi-clientbioconductorbioinformaticscancercore-servicesdata-sciencegenomicsncitcgavignette
1.2 match 87 stars 11.94 score 238 scripts 12 dependents
marchionnilab
covid19census:Extracts Covid-19 and other demographic metrics regarding U.S.A and Italy
Package with functions to scrape data regarding COVID-19 epidemic in U.S.A and Italy, as well as datasets with related indexes.
Maintained by claudio_zanettini. Last updated 4 years ago.
6.6 match 2 stars 2.00 score 5 scripts
arilamstein
choroplethr:Simplify the Creation of Choropleth Maps in R
Choropleths are thematic maps where geographic regions, such as states, are colored according to some metric, such as the number of people who live in that state. This package simplifies this process by 1. Providing ready-made functions for creating choropleths of common maps. 2. Providing data and API connections to interesting data sources for making choropleths. 3. Providing a framework for creating choropleths from arbitrary shapefiles. 4. Overlaying those maps over reference maps from Google Maps.
Maintained by Zhaochen He. Last updated 15 hours ago.
1.7 match 3 stars 7.37 score 860 scripts 1 dependents
lhvanegasp
glmtoolbox:Set of Tools to Data Analysis using Generalized Linear Models
Set of tools for the statistical analysis of data using: (1) normal linear models; (2) generalized linear models; (3) negative binomial regression models as alternative to the Poisson regression models under the presence of overdispersion; (4) beta-binomial and random-clumped binomial regression models as alternative to the binomial regression models under the presence of overdispersion; (5) Zero-inflated and zero-altered regression models to deal with zero-excess in count data; (6) generalized nonlinear models; (7) generalized estimating equations for cluster correlated data.
Maintained by Luis Hernando Vanegas. Last updated 8 months ago.
4.0 match 1 stars 3.10 score 149 scripts
lbenitesanchez
FMsmsnReg:Regression Models with Finite Mixtures of Skew Heavy-Tailed Errors
Fit linear regression models where the random errors follow a finite mixture of of Skew Heavy-Tailed Errors.
Maintained by Luis Benites Sanchez. Last updated 8 years ago.
3.6 match 3 stars 3.18 score 9 scripts
rkabacoff
qacBase:Functions to Facilitate Exploratory Data Analysis
Functions for descriptive statistics, data management, and data visualization.
Maintained by Kabacoff Robert. Last updated 3 years ago.
2.2 match 1 stars 5.13 score 45 scriptsdfe-analytical-services
shinyGovstyle:Custom Gov Style Inputs for Shiny
Collection of 'shiny' application styling that are the based on the GOV.UK Design System. See <https://design-system.service.gov.uk/components/> for details.
Maintained by Ross Wyatt. Last updated 8 days ago.
1.6 match 44 stars 6.77 score 25 scripts
feddelegrand7
ddplot:Create D3 Based SVG Graphics
Create 'D3' based 'SVG' ('Scalable Vector Graphics') graphics using a simple 'R' API. The package aims to simplify the creation of many 'SVG' plot types using a straightforward 'R' API. The package relies on the 'r2d3' 'R' package and the 'D3' 'JavaScript' library. See <https://rstudio.github.io/r2d3/> and <https://d3js.org/> respectively.
Maintained by Mohamed El Fodil Ihaddaden. Last updated 2 years ago.
1.9 match 44 stars 5.64 score 7 scripts
nlsy-links
NlsyLinks:Utilities and Kinship Information for Research with the NLSY
Utilities and kinship information for behavior genetics and developmental research using the National Longitudinal Survey of Youth (NLSY; <https://www.nlsinfo.org/>).
Maintained by S. Mason Garrison. Last updated 23 days ago.
behavior-geneticskinship-informationnational-longitudinal-surveynlsy
1.3 match 7 stars 7.49 score 185 scripts
pdhoff
eigenmodel:Semiparametric Factor and Regression Models for Symmetric Relational Data
Estimation of the parameters in a model for symmetric relational data (e.g., the above-diagonal part of a square matrix), using a model-based eigenvalue decomposition and regression. Missing data is accommodated, and a posterior mean for missing data is calculated under the assumption that the data are missing at random. The marginal distribution of the relational data can be arbitrary, and is fit with an ordered probit specification. See Hoff (2007) <arXiv:0711.1146> for details on the model.
Maintained by Peter Hoff. Last updated 6 years ago.
3.4 match 2.83 score 22 scripts 6 dependents
pattaroc
nephro:Utilities for Nephrology
Set of functions to estimate kidney function and other traits of interest in nephrology.
Maintained by Cristian Pattaro. Last updated 2 months ago.
3.4 match 4 stars 2.82 score 11 scripts
fangzhou-xie
rethnicity:Predicting Ethnic Group from Names
Implementation of the race/ethnicity prediction method, described in "rethnicity: An R package for predicting ethnicity from names" by Fangzhou Xie (2022) <doi:10.1016/j.softx.2021.100965> and "Rethnicity: Predicting Ethnicity from Names" by Fangzhou Xie (2021) <doi:10.48550/arXiv.2109.09228>.
Maintained by Fangzhou Xie. Last updated 20 days ago.
ethnicity-classifierethnicity-predictionlstmcpp
1.7 match 9 stars 5.66 score 17 scripts
dkangeyan
OneSampleLogRankTest:One-Sample Log-Rank Test
The log-rank test is performed to assess the survival outcomes between two group. When there is no proper control group or obtaining such data is cumbersome, one sample log-rank test can be applied. This package performs one sample log-rank test as described in Finkelstein et al. (2003)<doi:10.1093/jnci/djt227> and variation of the test for small sample sizes which is detailed in FD Liddell (1984)<doi:10.1136/jech.38.1.85> paper. Visualization function in the package generates Kaplan-Meier Curve comparing survival curve of the general population against that of the population of interest.
Maintained by Divy Kangeyan. Last updated 1 years ago.
3.5 match 2.70 score
ekstroem
isdals:Datasets for Introduction to Statistical Data Analysis for the Life Sciences
Provides datasets for the book "Introduction to Statistical Data Analysis for the Life Sciences, Second edition" by Ekstrøm and Sørensen (2014).
Maintained by Claus Ekstrom. Last updated 2 years ago.
3.8 match 2.51 score 108 scripts 1 dependents
juba
robservable:Import an Observable Notebook as HTML Widget
Allows loading and displaying an Observable notebook (online JavaScript notebooks powered by <https://observablehq.com>) as an HTML Widget in an R session, 'shiny' application or 'rmarkdown' document.
Maintained by Julien Barnier. Last updated 7 months ago.
1.3 match 164 stars 6.99 score 40 scripts
dietrichson
ProPublicaR:Access Functions for ProPublica's APIs
Provides wrapper functions to access the ProPublica's Congress and Campaign Finance APIs. The Congress API provides near real-time access to legislative data from the House of Representatives, the Senate and the Library of Congress. The Campaign Finance API provides data from United States Federal Election Commission filings and other sources. The API covers summary information for candidates and committees, as well as certain types of itemized data. For more information about these APIs go to: <https://www.propublica.org/datastore/apis>.
Maintained by Aleksander Dietrichson. Last updated 2 years ago.
2.0 match 12 stars 4.38 score 1 scriptshomerhanumat
tigerData:GC Statistics Datasets
A small, informal collection of datasets useful in undergraduate statistics courses.
Maintained by Homer White. Last updated 2 months ago.
4.0 match 2.18 score 6 scripts
usaid-oha-si
mindthegap:Mind the Gap
Package to tidy UNAIDS estimates (from the EDMS database) as well as plot trends in UNAIDS 95 goals and ART coverage gap by country.
Maintained by Karishma Srikanth. Last updated 3 months ago.
1.5 match 5 stars 5.51 score 13 scripts
sgibb
readBrukerFlexData:Reads Mass Spectrometry Data in Bruker *flex Format
Reads data files acquired by Bruker Daltonics' matrix-assisted laser desorption/ionization-time-of-flight mass spectrometer of the *flex series.
Maintained by Sebastian Gibb. Last updated 6 months ago.
bruker-daltonicsimportmaldi-tof-ms
1.6 match 13 stars 5.04 score 11 scripts 5 dependents
jrnold
smss:Datasets for Agresti and Finlay's "Statistical Methods for the Social Sciences"
Datasets used in "Statistical Methods for the Social Sciences" (SMSS) by Alan Agresti and Barbara Finlay.
Maintained by Jeffrey B. Arnold. Last updated 9 years ago.
3.8 match 2.10 score 25 scripts
rolkra
codebreaker:Retro Logic Game
Logic game in the style of the early 1980s home computers that can be played in the R console. This game is inspired by Mastermind, a game that became popular in the 1970s. Can you break the code?
Maintained by Roland Krasser. Last updated 2 years ago.
1.8 match 11 stars 3.74 score 6 scripts
vinhdizzo
IRexamples:Collection of Practical Institutional Research Examples and Tutorials
Provides examples of code for analyzing data or accomplishing tasks that may be useful to institutional or educational researchers.
Maintained by Vinh Nguyen. Last updated 2 years ago.
1.3 match 4 stars 5.00 score 4 scripts
cjgeyer
CatDataAnalysis:Datasets for Categorical Data Analysis by Agresti
Datasets used in the book "Categorical Data Analysis" by Agresti (2012, ISBN:978-0-470-46363-5) but not printed in the book. Datasets and help pages were automatically produced from the source <https://users.stat.ufl.edu/~aa/cda/data.html> by the R script foo.R, which can be found in the GitHub repository.
Maintained by Charles J. Geyer. Last updated 3 years ago.
6.6 match 1.00 score 5 scripts
christopherkenny
royale:Clash Royale API
R interface to the official API for Clash Royale <https://developer.clashroyale.com/#/>.
Maintained by Christopher T. Kenny. Last updated 1 years ago.
3.8 match 1.70 score 4 scripts
sammorrissette
SC2API:Blizzard SC2 API Wrapper
A wrapper for Blizzard's Starcraft II (a 2010 real-time strategy game) Application Programming Interface (API). All documented API calls are implemented in an easy-to-use and consistent manner.
Maintained by Samuel Morrissette. Last updated 5 years ago.
1.5 match 1 stars 3.70 score 4 scripts
ecmerkle
smdata:Data to Accompany Smithson & Merkle, 2013
Contains data files to accompany Smithson & Merkle (2013), Generalized Linear Models for Categorical and Continuous Limited Dependent Variables.
Maintained by Ed Merkle. Last updated 7 years ago.
3.6 match 1.46 score 29 scripts
lmiratrix
elec:Collection of Functions for Statistical Election Audits
This is a bizarre collection of functions written to do various sorts of statistical election audits. There are also functions to generate simulated voting data, and simulated "truth" so as to do simulations to check characteristics of these methods.
Maintained by Luke Mirarix. Last updated 3 years ago.
2.3 match 2.30 score 20 scripts
economic
epiextractr:Tools to use Economic Policy Institute Microdata Extracts
Tools to download and load the EPI microdata extracts from microdata.epi.org.
Maintained by Ben Zipperer. Last updated 7 months ago.
1.2 match 5 stars 4.26 score 36 scripts
skranz
RelationalContracts:Characterize relational contracts in repated or stochastic games
Characterize relational contracts in repated or stochastic games. Can also analyse repeated negotiation equilibria.
Maintained by Sebastian Kranz. Last updated 4 years ago.
dynamic-gameeconomicsgame-theoryhold-upnash-equilibriumrepeated-gamestochastic-game
2.0 match 4 stars 2.48 score 15 scripts
jorgecastillomateo
RecordTest:Inference Tools in Time Series Based on Record Statistics
Statistical tools based on the probabilistic properties of the record occurrence in a sequence of independent and identically distributed continuous random variables. In particular, tools to prepare a time series as well as distribution-free trend and change-point tests and graphical tools to study the record occurrence. Details about the implemented tools can be found in Castillo-Mateo et al. (2023a) <doi:10.18637/jss.v106.i05> and Castillo-Mateo et al. (2023b) <doi:10.1016/j.atmosres.2023.106934>.
Maintained by Jorge Castillo-Mateo. Last updated 2 years ago.
hypothesis-testingrecord-breaking
1.2 match 1 stars 3.70 score 3 scripts
modeloriented
fairmodels:Flexible Tool for Bias Detection, Visualization, and Mitigation
Measure fairness metrics in one place for many models. Check how big is model's bias towards different races, sex, nationalities etc. Use measures such as Statistical Parity, Equal odds to detect the discrimination against unprivileged groups. Visualize the bias using heatmap, radar plot, biplot, bar chart (and more!). There are various pre-processing and post-processing bias mitigation algorithms implemented. Package also supports calculating fairness metrics for regression models. Find more details in (Wiśniewski, Biecek (2021)) <arXiv:2104.00507>.
Maintained by Jakub Wiśniewski. Last updated 2 months ago.
explain-classifiersexplainable-mlfairnessfairness-comparisonfairness-mlmodel-evaluation
0.5 match 87 stars 7.73 score 51 scripts 1 dependentscran
acc:Exploring Accelerometer Data
Processes accelerometer data from uni-axial and tri-axial devices, and generates data summaries. Also includes functions to plot, analyze, and simulate accelerometer data.
Maintained by Jaejoon Song. Last updated 8 years ago.
1.8 match 1 stars 1.78 score
bbartholdy
hitchr:A random sample generator based on The Hitchhiker's Guide to the Galaxy
Generates random samples containing races described in The Hitchhiker's Guide to the Galaxy.
Maintained by Bjørn Peare Bartholdy. Last updated 3 years ago.
hitchhikers-guidemissing-datasample-generation
0.6 match 1.70 scorecran
BCRA:Breast Cancer Risk Assessment
Functions provide risk projections of invasive breast cancer based on Gail model according to National Cancer Institute's Breast Cancer Risk Assessment Tool algorithm for specified race/ethnic groups and age intervals. Gail MH, Brinton LA, et al (1989) <doi:10.1093/jnci/81.24.1879>. Marthew PB, Gail MH, et al (2016) <doi:10.1093/jnci/djw215>.
Maintained by Fanni Zhang. Last updated 5 years ago.
0.5 match 1 stars 1.30 scorecran
FairMclus:Clustering for Data with Sensitive Attribute
Clustering for categorical and mixed-type of data, to preventing classification biases due to race, gender or others sensitive attributes. This algorithm is an extension of the methodology proposed by "Santos & Heras (2020) <doi:10.28945/4643>".
Maintained by Carlos Santos-Mangudo. Last updated 3 years ago.
0.5 match 1.00 score
tfliaoui
iIneq:Computing Individual Components of the Gini and the Theil Indices
Computes individual contributions to the overall Gini and Theil's T and Theil's L measures and their decompositions by groups such as race, gender, national origin, with the three functions of iGini(), iTheiT(), and iTheilL(). For details, see Tim F. Liao (2019) <doi:10.1177/0049124119875961>.
Maintained by Tim Liao. Last updated 4 years ago.
0.5 match 1.00 score