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Awesome Quant ⭐ 3,302

中国的Quant相关资源索引

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Machine Learning in R

Easystats ⭐ 987

🌌 The R easystats-project

Performance ⭐ 918

💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

Gtsummary ⭐ 892

Presentation-Ready Data Summary and Analytic Result Tables

Statistics For Data Scientists ⭐ 851

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

🎨 Visualisation toolbox for beautiful and publication-ready figures

Collapse ⭐ 556

Advanced and Fast Data Transformation in R

jamovi - open software to bridge the gap between researcher and statistician

JVM-based interpreter for the R language for the statistical analysis.

Exercises (incl. analyses) with R language (math+statistics)

Interface to use R from Python

Fivethirtyeight ⭐ 437

R package of data and code behind the stories and interactives at FiveThirtyEight

A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning

Peroxide ⭐ 418

Rust numeric library with R, MATLAB & Python syntax

Mlnotes ⭐ 360

Very concise notes on machine learning and statistics.

Online_r_learning ⭐ 345

Online R learning for applied statistics

Statistic Learning R Note ⭐ 321

📒《统计学习方法-李航》学习笔记 200 页 PDF，各种手推公式细节讲解，包含详细的目录以及R语言代码实现，可结合《统计学习方法》提高学习效率，

Effectsize ⭐ 319

🐉 Compute and work with indices of effect size and standardized parameters

Feature Extraction And Statistics for Time Series

Cosx.org ⭐ 257

统计之都主站

Arsenal ⭐ 213

An Arsenal of 'R' Functions for Large-Scale Statistical Summaries

Dabestr ⭐ 209

Data Analysis with Bootstrap Estimation in R

Ml Capsule ⭐ 207

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

R package to add 'dplyr'-like Syntax for Summary Statistics of Survey Data

Data Science Toolkit ⭐ 185

Collection of stats, modeling, and data science tools in Python and R.

Spatstat ⭐ 172

Umbrella package of the 'spatstat' family................

Statcheck ⭐ 162

A spellchecker for statistics

Data Scientist Books ⭐ 158

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

Appliedstats ⭐ 151

📊 Methods of Applied Statistics Course Textbook Repository

Decoupler ⭐ 139

R package to infer biological activities from omics data using a collection of methods.

📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

Interactions ⭐ 125

A comprehensive, user-friendly toolkit for visualizing and analyzing statistical interactions. A spinoff from the `jtools` package.

Structural Equation Modeling For Psychologists ⭐ 123

Lesson files used in the Structural Equation Modeling for Psychologists.

Practical Applications In R For Psychologists ⭐ 122

Lesson files for Practical Applications in R for Psychologists.

Awesome Shiny Apps For Statistics ⭐ 119

🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟

Discovr ⭐ 111

discovr package for R to accompany Discovering Statistics Using R and RStudio

Psycho.r ⭐ 110

An R package for experimental psychologists

Spatial Dependence: Weighting Schemes and Statistics

A statistical framework that serves as a common interface to a large range of models

Projpred ⭐ 106

Projection predictive variable selection

Tidyposterior ⭐ 102

Bayesian comparisons of models using resampled statistics

💪 🤔 Modern Super Learning with Machine Learning Pipelines

Regression models and utilities for repeated measures and panel data

Tools for reading SDMX data and metadata in R

Braingraph ⭐ 94

Graph theory analysis of brain MRI data

Openml R ⭐ 90

R package to interface with OpenML

Download and tidy time series data from the Australian Bureau of Statistics in R

Berlin Time Series Analysis Repository

Doubleml For R ⭐ 88

DoubleML - Double Machine Learning in R

Autoplotly ⭐ 86

Automatic Generation of Interactive Visualizations for Statistical Results

Repository for the OpenMx Structural Equation Modeling package

Deep R Programming (Open-Access Textbook)

High-definition likelihood inference of genetic correlations (HDL)

Ds Student Resources ⭐ 74

Data Science Student Companion Notebooks and Data Lake

Local Fisher Discriminant Analysis in R

Metadigitise ⭐ 74

Digitising functions in R for extracting data and summary statistics from figures in primary research papers

An R package for calculating and drawing variable trees

Financial Astrology Stats ⭐ 73

We research the correlations between astrology planet cycles and price effect for multiples financial markets using statistics and machine learning techniques. Join the community discussions at Telegram:

Robust Graphical Methods For Group Comparisons

Aaa2011 Tweets ⭐ 67

R code for analyzing tweets relating to #AAA2011 (text mining, topic modelling, network analysis, clustering and sentiment analysis)

R_actuarial ⭐ 67

El objetivo de este repositorio es brindar un apoyo a la comunidad interesada en mejorar sus técnicas en el lenguaje de programación R o emprenderlo desde un punto de vista muy aplicado. Un repositorio con códigos de R para aplicaciones actuariales: probabilidad, estadística, riesgo y finanzas.

Supplementary package for "Spatio-Temporal Statistics with R" by C.K. Wikle, A. Zammit-Mangion, and N. Cressie

Desctools ⭐ 65

Tools for Descriptive Statistics and Exploratory Data Analysis

Admixtools ⭐ 62

Pipeliner ⭐ 61

Machine learning pipelines for R.

Vinecopula ⭐ 60

Statistical inference of vine copulas

Analysis Of Factorial Designs For Psychologists ⭐ 59

Lesson files used in the Analysis of Factorial Designs for Psychologists.

Datasets and Analytics for the National Women's Soccer League (NWSL)

Diffpriv ⭐ 58

Easy differential privacy in R

R package for Distance Metric Learning

[OFFICIAL] [CoDA] An R package to calculate proportionality and other measures for compositional data

Spatial Analysis R ⭐ 56

Open Educational Resource for teaching spatial data analysis and statistics with R

Scperturb ⭐ 56

scPerturb: A resource and a python/R tool for single-cell perturbation data

Shiny-based statistics learning application

Mutational signature analysis for low statistics SNV data

A rust implementation of the famous 2048 game

Amplicon ⭐ 50

Statistics and visualization for amplicon data

Bartaxila ⭐ 50

Business Analytics in R Programming : Taxila Business School

Course_oor ⭐ 50

Repo for the 'Open Online Introduction to R Course'

Companion package for the Coursera Statistics with R specialization

Desctable ⭐ 49

An R package to produce descriptive and comparative tables

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

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.

Extradistr ⭐ 46

Additional univariate and multivariate distributions

Pairwisecomparisons ⭐ 46

Pairwise comparison tests for one-way designs 🔬📝

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

Easy grafs, ANOVAs and posthoc comparisons.

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.

Bayesian multilevel mediation models in R

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

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

Wrapper to access CANSIM data

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