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Funnelplotr ⭐ 48

Funnel plots for comparing institutional performance, with overdispersion adjustment

Rpsychologist Com ⭐ 48

Source code for https://rpsychologist.com

📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

Contextual ⭐ 47

Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

Extradistr ⭐ 46

Additional univariate and multivariate distributions

Pairwisecomparisons ⭐ 46

Pairwise comparison tests for one-way designs 🔬📝

monstR is an R package that queries the Office for National Statistics (ONS) API to download data. monstR makes it easy to retrieve publicly available ONS data and meta data.

Targets Minimal ⭐ 45

A minimal example data analysis project with the targets R package

Histdata ⭐ 45

Data Sets from the History of Statistics and Data Visualization

Plotsofdata ⭐ 45

Shiny App for comparison of samples

Learningbayes ⭐ 44

An introduction to Bayesian statistics

Stantargets ⭐ 42

Reproducible Bayesian data analysis pipelines with targets and cmdstanr

Easy grafs, ANOVAs and posthoc comparisons.

Empirical_methods_and_statistics ⭐ 41

Probability and Statistics, Events, Random variables, Distributions, Moments, Main Limit Theorems, Hypothesis, Regression and more. Statistical Computing and Graphics with R.

Bayesian multilevel mediation models in R

Wilcox' Robust Statistics

Introduction to Data Science with R (Sciences Po, Paris, 2023)

Making Structural Equation Modeling (SEM) in R quick & powerful

Recursive Partitioning and Regression Trees

R Instat ⭐ 38

A statistics software package powered by R

Wrapper to access CANSIM data

Coursera Course Statistics_one ⭐ 37

Statistics One offered by Andrew Conwa of Princeton University on Coursera

Scanstatistics ⭐ 37

An R package for space-time anomaly detection using scan statistics.

Data Science And Machine Learning Resources ⭐ 37

List of Data Science and Machine Learning Resource that I frequently use

Sparsebn ⭐ 37

Software for learning sparse Bayesian networks

Lassosum ⭐ 36

LASSO for GWAS with summary statistics

GAMLj: GLM, Mixed, Generalized and Generalized mixed models for jamovi

Package of convenience functions to make your workflow faster and easier. Easily customizable plots (via ggplot2), nice APA tables exportable to Word (via flextable), easily run statistical tests or check assumptions, and automatize various other tasks.

Ufc.stats ⭐ 35

UFC Statistics conveniently packaged as a tidy dataframe.

An R package for creating Variable Documentation Files

Swowen 2018 ⭐ 34

English Small World of Words SWOWEN-2018

Segregation ⭐ 34

R package to calculate entropy-based segregation indices, with a focus on the Mutual Information Index (M) and Theil’s Information Index (H)

Latent Variable Models in R https://kkholst.github.io/lava/

Statsandr ⭐ 33

A blog on statistics and R aiming at helping academics and professionals working with data to grasp important concepts in statistics and to apply them in R. See www.statsandr.com

Oddsratio ⭐ 32

Simplified odds ratio calculation of binomial GAM/GLM models

The Time Series Data Library (TSDL) was created by Rob Hyndman, Professor of Statistics at Monash University, Australia.

Pophistory Tutorial ⭐ 32

Tutorial on using popular tools for learning about population history

Descriptr ⭐ 32

Generate descriptive statistics

Mlbgameday ⭐ 32

Multi-core processing of 'Gameday' data from Major League Baseball Advanced Media. Additional tools to parallelize large data sets and write them to a database.

Hedgehog ⭐ 31

DEPRECATED DNS Statistics Presenter (Hedgehog)

Access UK official statistics from the Nomis database through R.

Teaching Notes ⭐ 29

Notes from courses and workshops I've taught or assisted with at UC Davis and UC Berkeley.

Cbsodatar ⭐ 29

Statistics Netherlands (CBS) OpenData API Client for R

Rahul_raoniar_blogs ⭐ 28

Contains code and data for "The Researchers' Guide" Medium blogs

Factor-Based Imputation for Missing Data

Bayeshmm ⭐ 26

Full Bayesian Inference for Hidden Markov Models

Data Analyst Nanodegree ⭐ 26

Kai Sheng Teh - Udacity Data Analyst Nanodegree

Plotsofdifferences ⭐ 26

Shiny App for comparison of samples and plotting effect size

Exercises from Verzani's simpleR - Using R for Introductory Statistics

Eesectors ⭐ 25

⚠️ Prototype R package for the creation of the DCMS Sectors Economic Estimates statistical release

R Stats Machine Learning ⭐ 25

Misc Statistics and Machine Learning codes in R

Regression model building and forecasting in R

Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction

Multinma ⭐ 24

Network meta-analysis of individual and aggregate data in Stan

Tidydensity ⭐ 24

Create tidy probability/density tibbles and plots of randomly generated and empirical data.

Joinerml ⭐ 24

R package for fitting joint models to time-to-event data and multivariate longitudinal data

Parcours R ⭐ 24

Valise pédagogique pour la formation à R

Analysis of simulation studies including Monte Carlo error

Nullranges ⭐ 23

Modular package for generation of sets of ranges representing the null hypothesis. These can take the form of bootstrap samples of ranges (using the block bootstrap framework of Bickel et al 2010), or set of control ranges that are matched across one or more covariates.

Psci 3300 Political Science Research ⭐ 23

Course Content for PSCI 3300 Political Science Research Methods

Scripts + data to recreate analyses published on http://benjaminlmoore.wordpress.com and http://blm.io

Ffanalytics ⭐ 22

ffanalytics R package

Start With Ds ⭐ 22

Slides and materials for the "Start with Data Science as an Introduction to Statistical Thinking" invited session at SDSS 2018

Foresterror ⭐ 22

A Unified Framework for Random Forest Prediction Error Estimation

Computationally efficient confidence intervals for cross-validated AUC estimates in R

Proxysnps ⭐ 21

🔖 Get SNP proxies from the 1000 Genomes Project.

Visualisation for statistical models.

Admixture_graph ⭐ 21

Module for analysing admixture graphs

Templateresults ⭐ 21

A template for a data analysis folder that can be easily exported as a webpage or as Supplementary Materials

R Code Examples Multi-dimensional/Panel Data

Hypothesize ⭐ 20

Robust statistics in Python

Superexacttest ⭐ 20

Statistical testing and visualization of mult-set intersections

Jsmodule ⭐ 20

RStudio Addins and Shiny Modules for Medical Research

Statistics for MINC volumes: A library to integrate voxel-based statistics for MINC volumes into the R environment. Supports getting and writing of MINC volumes, running voxel-wise linear models, correlations, etc.; correcting for multiple comparisons using the False Discovery Rate, and more. With contributions from Jason Lerch, Chris Hammill, Jim Nikelski and Matthijs van Eede. Some additional information can be found here:

An R package for Mendelian Randomization

Highest density regions and conditional density estimation

Repro_web_stack ⭐ 19

The stack I use to make reproducible reports of my statistical analyses

Memobootr ⭐ 19

A package for mediation, moderation, and bootstrapped indirect effects

🎓 Tidy regression tools for academics

Datenguider ⭐ 19

R wrapper for the datengui.de GraphQL API to easily access German regional statistics

Friedman's H-statistics

KNIME Interactive R Statistics Integration

Strengejacke ⭐ 18

Wrapper to quickly load the sj-packages.

Statcanr ⭐ 18

R Package to connect to Statistics Canada's open data portal

Microbiomestat ⭐ 18

Track, Analyze, Visualize: Unravel Your Microbiome's Temporal Pattern with MicrobiomeStat

Aibootcamp 2019 ⭐ 18

AI bootcamp 2019 materials.

Note Of Applied Statistics With R ⭐ 18

Note-of-Applied-Statistics-with-R

Tidystats ⭐ 18

R package to save and report the output of statistical models.

2015 08_bryan Jsm Stat Data Sci Talk ⭐ 18

Bryan talk at JSM 2015 re: are statisticians data scientists

Ncov2019 ⭐ 18

🦠 Exploring COVID-19 data

Statistics For Health Data Science ⭐ 18

Repository for R code and data to supplement Statistics for Health Data Science: An Organic Approach

Polypoly ⭐ 18

Helper functions for orthogonal polynomials in R

A Guide To Machine Learning In R ⭐ 17

A series of articles to get started into the field of Machine Learning with R language

Datscience ⭐ 17

A small set of statistic and data-visualization function usefull for data science

Data Science Beginners Guide ⭐ 17

📊A Beginner's Guide To Data Science. 📈 📉Start your self-learning journey into the world of data right now.

Modeltime.resample ⭐ 17

Resampling Tools for Time Series Forecasting with Modeltime

R code and data associated with "Environmental and Ecological Statistics with R" (2nd ed)

Magnitude of the Effect - An Effect Size and CI calculator

Fine-tuning polygenic risk score models using GWAS summary statistics

An R package for conducting co-localization analysis. Edit

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