This repo contains implementations of various Machine Learning Algorithm with R Programming Language.

Principal Component Analysis (PCA) to determine Spending Habits of Youth based on their Movie Genre Preferences & Personality Traits

A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.

Analysis of western white pine (pinus monitcola) terpenes in response to blister rust, fungal endophytes, and ectomycorrhizae.

A package to perform dual and single genomic subtraction through Genomic SEM.

The codes used in writing papers.

Multivariate statistics

Exploratory Data Analysis in SciViews::R

Data and R code accompanying article 10.1002/aqc.3814 in Aquatic Conservation: Marine and Freshwater Ecosystems.

A curated collection of R-based data analysis projects applying regression modeling, clustering, dimensionality reduction, multivariate statistics, and classification. Each project showcases practical data science techniques, interpretability, and domain insights using real-world and academic datasets.

Code & data relevant for someone interested in conducting multivariate models using Bayesian statistics in #R #MCMCGlmm. In our analyses here, we use data on eastern grey kangaroo juvenile behaviour and survival and maternal behaviour.

Multivariate Environmental Statistics (BEE6300) R Code

In this repository I will store useful R scripts for general data analysis.

Multivariate statistical learning applied to high dimensional data

Data analysis for colorectal cancer projects, mainly using metabolomics data.

Application of Multivariate Statistics on customer’ habits features to obtain a Customer segmentation of a wholesale shop.

This project analyzes energy security in EU countries using multivariate analysis methods like linear ordering, PCA, and cluster analysis. Key variables include renewable energy share, fossil fuel dependency, and energy import reliance.

Multivariate exploratory data analysis in R