Enhancing {ggplot2} plots with statistical analysis 📊📣

A Julia implementation of the Targeted Minimum Loss-based Estimation

Univariate and multiple comparisons statistical hypothesis testing by data permutation

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

Hands-on Instructions on Different courses

Reproducible materials for Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces (JASA, 2023+)

Hypothesis Testing CrossFit Game 2015

This repo is for copula based analysis on bivariate as well as multivariate data sets in ecology and related fields. For details and citation we refer to this publication: Ghosh et al., Advances in Ecological Research, vol 62,pp 409, 2020

A Simple and Flexible Test of Sample Exchangeability with Applications to Statistical Genomics

The Expectation Maximization (EM) algorithm is used to reduce Poisson noise in CT images. The repository provides derivations and evaluations with the Cramer-Rao Lower Bound (CRLB).

This project offers an R code implementation for estimating the density function using the kernel method. It explores different values of the parameters h and n to perform these estimations.

Median Test in R Software

Correlated Zero Inflated Negative Binomial Process

This project is about A/B testing experiment conducted by Udacity, an e-learning platform, with the goal of reducing the number of users who leave the course at the end of the free-trial period.

Non-parametric estimation of density using kernels and histograms with Python and R.

MSc Thesis: Non-Parametric Estimation of Optimal Individualized Treatment Rules for Survival Data

Parametrik olmayan istatistiksel yöntemler dersinin ödevi

🛠「NopaPy」是一个开源易用的非参数统计Python库。

Project scope: Prediction if the bank's client will or will not leave the bank.

Computer Intensive Stats - Project 02