Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

📊 Computation and processing of models' parameters

Statistical bootstrapping library for Julia

Randomization-based inference in Python

Collection of Artificial Intelligence Algorithms implemented on various problems

Statistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers

Wilson score interval implemented in javascript

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

Honest inference in regression discontinuity designs

Collection of Matlab functions for the computation of measures of effect size

Library for bootstrapping statistics

A repository for the 'concurve' R package which generates confidence distributions and likelihood functions. Includes documentation on how to do produce similar graphs for Stata.

➖➖➖🔶➖➖ Tidy Simultaneous Confidence Intervals for Multinomial Proportions

A Set of Functions to Make Social Science Analysis Easier. These include a simple count with frequencies and weights. A way to calculate a mean with confidence intervals. A way to recode variables and keep their order, as well as a function to combine multiple dataframes with the same naming convention.

Effect size calculator within a number of contexts

This repo contains a detailed exploratory analysis of the West Nile Virus outbreak in the US and a statistical analysis of SAT and ACT decline in participation rates.

PyTorch Code for running various time series models for different time stamps and confidence intervals for Solar Irradiance prediction.

Clinical Trial related calculation: descriptive statistics, power and sample size calculation, power simulations, confidence interval, pharmacokinetics / pharmacodynamics parameters calculation.

Utility functions for statistical population samples.

Simple linear regression with confidence intervals

Tests and confidence intervals for differences in cross-validated AUC

FEERCI: A Package for Fast non-parametric confidence intervals for Equal Error Rates

📦 Simultaneous Confidence Bands Based on the Efficient Influence Function and Multiplier Bootstrap 📚 🔮 📡

Opinionated statistical inference engine with fluent api to make it easier for conducting statistical inference with little or no knowledge of statistical inference principles involved

Are You Sure You're Sure? - Effects of Visual Representation on the Cliff Effect in Statistical Inference

This Repository Contains R-Codes executed on various Datasets in RStudio. I Hope This Repository is very helpful for those who are Willing to build their Career in Data Science, Big Data.

LikelihoodProfiler is a Julia package for practical identifiability analysis and confidence intervals evaluation.

Basic bootstrapping for estimation statistics.

A series of statistical models applied to different case studies

Examining confidence intervals in abstracts