Exploratory, Inferential and Predictive data analysis. Feel free to show your ❤️ by giving a star ⭐

Parametric and non-parametric statistical tests

Visualise the Results of Inferential Statistics using 'ggplot2'

writR: is an R package for automated inferential testing (for group differences) and reporting based on parametric assumptions, which are tested automatically for test selection.

Shiny app to perform statistical inference on mean(s), proportion(s) and variance(s). See https://antoinesoetewey.shinyapps.io/statistics-201/

This repo is related to our benchmark entitled: "Decoding the microbiome-metabolome Nexus: A Systematic Benchmark of Integrative Strategies". We provide code to integrate metagenomics and metabolomics data to answer a variety of questions: such as global associations, data summarization, individual associations and feature selection.

Easily install and load all Rsquared Academy R packages.

Statistical Methods for Heart Disease & Indicators Using R Programming

Statistical analysis of natality in El Salvador.

The repository contains implementations of different univariate outlier detection algorithms

Michigan University Biostatistics Project in R

Solve 9 analysis tasks and identified the most important variables in driving the success of clothes sales. Achieved via 22 plots, multiple linear regression and random forest

Assignments repository for Spring 2024 Mathematical Statistics course

Modello di regressione lineare multipla in R per prevedere il peso dei neonati basandosi su variabili cliniche. Include analisi esplorativa, selezione del modello e valutazione delle prestazioni.

This project investigates whether there is a statistically significant difference in the average climbing route grades between males and females. Using R, the analysis employs both traditional (t-test) and non-traditional (bootstrap and permutation methods) inferential statistics to test the hypothesis.

An analysis of a dataset containing information about insurance claims.

Statistique Inférentielle avec R