Bringing back uncertainty to machine learning.

Conformal regressors and predictive systems

semmcci: Monte Carlo Confidence Intervals in Structural Equation Modeling

betaSandwich: Robust Confidence Intervals for Standardized Regression Coefficients

betaDelta: Confidence Intervals for Standardized Regression Coefficients

Research compendium for the manuscript Pesigan, I. J. A., Sun, R. W., & Cheung, S. F. (2023). betaDelta and betaSandwich: Confidence intervals for standardized regression coefficients in R. Multivariate Behavioral Research. https://doi.org/10.1080/00273171.2023.2201277

Rust crate to compute confidence intervals of various kinds.

:bar_chart: Computation and processing of models' parameters

Statistic modules and tools

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.

Methods for profile likelihood analysis.

This repository contains a A/B testing for a fictional company Globox where I analyzed the results and provided recommendations to the stakeholders about whether Globox should launch a new experience to all their users.

R package for calculation of standard and bootstrap confidence intervals

Performing Statistical Tests and Analysis in R

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

Sub-package of spatstat containing functionality for parametric modelling and inference

Sub-package of spatstat providing functions for exploratory and nonparametric data analysis

Find the likelihood based confidence intervals for parameters in structural equation modeling

A scikit-learn-compatible module for estimating prediction intervals.

Статистика в Python. Примеры работы в ГС и выборками, сравнение параметров, статистические тесты.

Assignment Basic stats

An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative incidence functions (data with competing risks) using various methods.

Algorithm in python to determine how many people had stroke by age using linear regression

This packege made foe bioequivalence testing.

Feldman-Cousins Confidence Interval Calculation

Assignments Basic Stats 1

Estimation Approach to Statistical Inference

Randomization-based inference in Python

The Original Version of EASI

Basic Analytical Statistics with Excel