https://github.com/visualize-ml/book5_essentials-of-probability-and-statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

machine-learning multivariate-statistics pca regression statistics

Last synced: 14 May 2025

https://github.com/JuliaStats/MultivariateStats.jl

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

cca dimensionality-reduction ica isotonic-regression julia lda linear-regression mds multivariate-statistics ols-regression pca regression ridge-regression statistics

Last synced: 13 Nov 2025

https://github.com/juliastats/multivariatestats.jl

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

cca dimensionality-reduction ica isotonic-regression julia lda linear-regression mds multivariate-statistics ols-regression pca regression ridge-regression statistics

Last synced: 09 Oct 2025

https://github.com/olivertomic/hoggorm

Explorative multivariate statistics in Python

chemometrics explorative-statistics multivariate-analysis multivariate-statistics partial-least-squares-regression principal-component-analysis statistics

Last synced: 21 Oct 2025

https://github.com/rformassspectrometry/metarbolomics-book

The MetaRbolomics book. A review of R packages in BioC, CRAN, gitlab and github.

lc-ms lc-msms lcms metabolomics metabonomics multivariate-statistics nmr nmr-data nmr-spectroscopy r rstats

Last synced: 14 Apr 2025

https://github.com/corybrunson/ordr

manage ordinations and render biplots in a tidyverse workflow

biplot data-visualization dimension-reduction geometric-data-analysis grammar-of-graphics log-ratio-analysis multivariate-analysis multivariate-statistics ordination tidymodels tidyverse

Last synced: 12 Apr 2025

https://github.com/jbris/multivariate_analysis_examples

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.

canonical-correlation-analysis concrete dimension-reduction dimensionality-reduction factor-analysis mds multivariate multivariate-analysis multivariate-data multivariate-distributions multivariate-linear-regression multivariate-regression multivariate-statistics nmds partial-least-squares partial-least-squares-regression pca pca-analysis pls redundancy-analysis

Last synced: 04 May 2025

https://github.com/equinor/timeseriesanalysis

Library for dynamic time-series modeling, identification and simulation. Focus on dealing with non-ideal real world datasets, and applications to industrial processes and -pid-feedback loops. Robust and fast for advanced analytics. Built on .NET to run anywhere.

advanced-analytics data-mining digital-twins dynamic-simulations machine-learning mpc-control multivariate-statistics pid-control system-identification time-series

Last synced: 11 Oct 2025

https://github.com/tatevkaren/multivariate-statistics

Case Study in ranking U.S. cities based on a single linear combination of rating variables. Dimensionality techniques used in the analysis are Principal Component Analysis (PCA), Factor Analysis (FA), Canonical Correlation Analysis (CCA)

canonical-correlation-analysis dimensionality-reduction factor-analysis multivariate-analysis multivariate-statistics principal-component-analysis

Last synced: 11 Jul 2025

https://github.com/juliaai/mljmultivariatestatsinterface.jl

Repository implementing MLJ interface for MultivariateStats models.

mlj multivariate-statistics

Last synced: 10 Apr 2025

https://github.com/jorenham/lmo

Trimmed L-moments and L-comoments for robust statistics.

fitting-distribution l-comoments l-moments lmo multivariate-statistics numpy probability-statistics python robust-optimization robust-statistics statistics tl-moments

Last synced: 16 Mar 2025

https://github.com/psolymos/edmainr

Euclidean Distance Matrix Analysis in R

comparing-biological-shapes coordinate-free landmark-data morphometrics multivariate-statistics

Last synced: 27 Aug 2025

https://github.com/grayfall/pymmds

Extendible metric MDS in Python

metric multidimensional-scaling multivariate-statistics python

Last synced: 14 Jan 2026

https://github.com/joshhjacobson/cosif

Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data

cokriging multivariate-statistics oco-2 sif spatial-statistics xco2

Last synced: 27 Feb 2025

https://github.com/juliamanifolds/multivariatedataanalysis.jl

Multivariate data analysis using geometric algorithms made easy!

data-analysis geometric-algorithms julia multivariate-statistics

Last synced: 11 Feb 2026

https://github.com/friesischscott/sliceddistributions.jl

Estimation and sampling of sliced distributions

julia multivariate-statistics

Last synced: 14 Jul 2025

https://github.com/ishaansathaye/stat419-appliedmultivariatestats

Cal Poly Spring 2024 STAT 419 Applied Multivariate Statistics

2024 applied cal-poly multivariate-statistics stats

Last synced: 19 Mar 2026

https://github.com/geekysuavo/pca-utils

Tools for quantifying latent space class separations

clustering mahalanobis-distance multivariate-statistics pca pls scores-space

Last synced: 24 Dec 2025

https://github.com/hyu-kim/mds-hypothesis-testing

Multidimensional scaling method for F-informed hypothesis testing

multivariate-statistics

Last synced: 21 Jan 2026

https://github.com/alexisuaguilaru/estadisticamultivariada

Repositorio para reportar avances y progreso en la materia de Estadística Multivariada

jupyter-notebook mathematics multivariate-statistics python r statistical-methods

Last synced: 15 Apr 2026

https://github.com/latiefdatavisionary/multivariate-analysis-college-task

multivariate-analysis multivariate-data multivariate-distributions multivariate-linear-regression multivariate-polynomials multivariate-regression multivariate-statistics multivariate-testing multivariate-time-series multivariate-timeseries multivariate-timeseries-analysis

Last synced: 25 Jun 2025

https://github.com/mikulatomas/statistics

Simple demonstration of basic multivariate statistics.

multivariate-statistics

Last synced: 09 Oct 2025

https://github.com/sahar-dev/multivariate_statistics

Explore multivariate statistics through hands-on university projects. Each project delves into real-world datasets, applying statistical techniques like ANOVA, two-factor analysis, and binary logistic regression. Understand data analysis, interpretation, and modeling with R.

anova-analysis linear-regression multivariate-statistics r

Last synced: 11 Apr 2026

https://github.com/ararslan/multivariatetests.jl

Multivariate statistical hypothesis testing in Julia

hypothesis-testing julia multivariate-statistics

Last synced: 23 Sep 2025