Multivariate Statistics Project

K-means clustering algorithm to group people who live close to each other.

An R package that integrates data preprocessing, clustering, and visualization.

Customer Segmentation using R

выявление трубных секций, радиус изгиба которых уменьшается, несмотря на предпринятые компенсирующие мероприятия

𝐛𝐚𝐫𝐛𝐚𝐜 is an R package designed for the 𝘦𝘹𝘵𝘳𝘢𝘤𝘵𝘪𝘰𝘯 of barcode sequences. It efficiently 𝘤𝘭𝘶𝘴𝘵𝘦𝘳𝘴 these sequences and provides functionality for the calculation and visualization of 𝘵𝘪𝘮𝘦 𝘴𝘦𝘳𝘪𝘦𝘴 trajectories of the barcoded data.

R codes for K-Means Clustering and Fuzzy K-Means Clustering, along with improved versions

Clusterização hierárquica para determinação do número ótimo de clusters de deputados federais evangélicos eleitos em 2018

You in or out?

Clustering for modelling OECD Pisa scores (MSc Modelling for Science and Engineering, Modelling Workshop)

Compute multiple types of correlations analysis (Pearson correlation, R^2 coefficient of linear regression, Cramer's V measure of association, Distance Correlation,The Maximal Information Coefficient, Uncertainty coefficient and Predictive Power Score) in large dataframes with mixed columns classes(integer, numeric, factor and character) in para…

Stock clustering using K-Means from Jakarta Islamic Index

EMMIX fits the data into the specified multivariate mixture models via the EM Algorithm.

Implementation of machine learning algorithms in R Programming language

Repo consists the most of the machine learning algorithms in the R language. I am also demonstrated the Hypothesis Testing in-depth with R solutions.

everything related to unsupervised algorithms in data mining

Mixture of networks for clustering categorical data

This repo contains a GBQ script that clusters vendors according to their elasticity of demand and conversion rate trends. The goal is to identify vendors with lower price sensitivity than their peers to implement a differentiated pricing strategy. The R script analyzes the performance of an ABn test that was set up to validate the quality of the…

This link shows the codes in the paper: Robust Two-Layer Partition Clustering of Sparse Multivariate Functional Data. Please read readme.file first.