multivariate-statistics
There are 86 repositories under multivariate-statistics topic.
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！
JuliaStats/MultivariateStats.jl
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
mixOmicsTeam/mixOmics
Development repository for the Bioconductor package 'mixOmics '
olivertomic/hoggorm
Explorative multivariate statistics in Python
LucaJiang/Multivariate-Statistics-Self-Learning
应用多元统计分析（高慧璇版）自学材料
manuwhs/Trapyng
Python library to implement advanced trading strategies using machine learning and perform backtesting.
rformassspectrometry/metaRbolomics-book
The MetaRbolomics book. A review of R packages in BioC, CRAN, gitlab and github.
DTUComputeStatisticsAndDataAnalysis/MBPLS
(Multiblock) Partial Least Squares Regression for Python
nicholasjclark/MRFcov
Markov random fields with covariates
corybrunson/ordr
manage ordinations and render biplots in a tidyverse workflow
DataSlingers/MoMA
MoMA: Modern Multivariate Analysis in R
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.
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)
victorvicpal/biofes
Biomedical Feature Selection for Machine Learning Models
Andros-Spica/cerUB
R package for multivariate statistic protocols for integrating archaeometric data (geochemical, mineralogical, petrographic)
arya-upm/mVARbox
mVARbox is a Matlab toolbox for uni/multivariate data series analysis in both time/space and frequency domains, with focus on mutivariate autoregressive (VAR) models
JuliaAI/MLJMultivariateStatsInterface.jl
Repository implementing MLJ interface for MultivariateStats models.
spisakt/BWAS_comment
Project repository of the Matters Arising commentary "Multivariate BWAS can be replicable with moderate sample sizes in some cases""
hairo1421/Maestria-Computo-Estadistico
Maestria-Computo-Estadistico CIMAT 2018-2019
ricket-sjtu/bi476
Course materials for "Biostatistics: Case Studies"
Aariq/PCA-vs-PLS
Research compendium for "Using the right tool for the job: understanding the difference between unsupervised and supervised analyses of multivariate ecological data."
AlexiaNomena/Correspondence_Analysis_Free_Use
Correspondence Analysis with python
grayfall/pymmds
Extendible metric MDS in Python
jorenham/Lmo
Trimmed L-moments and L-comoments for robust statistics.
CoRE-Lab-UCF/MultiHazard-R-Package
The MultiHazard R package provides tools for stationary multivariate statistical modeling such as of the joint distribution of MULTIple co-occurring HAZARDs.
davidblakneymoore/Explanations-of-Some-Multivariate-Statistical-Techniques
This repository contains R code that explains graphically how a few different multivariate statistical techniques work. Topics covered are distance measures, principal component analysis, permutational analysis of variance, and partial least squares regression.
GiteshJ/Machine-Learning-Mathematics
Mathematics for Machine Learning - Coursera Course by Imperial College of London
hyu-kim/mds-hypothesis-testing
Multidimensional scaling method for F-informed hypothesis testing
joshhjacobson/coSIF
Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data
JuliaManifolds/MultivariateDataAnalysis.jl
Multivariate data analysis using geometric algorithms made easy!
psolymos/EDMAinR
Euclidean Distance Matrix Analysis in R
ajeyvishnu/US_Colleges_Analysis
US University admissions data has been analysed using multivariate techniques
greysonchung/MAST90138-Multivariate-Statistics
This repository contains learning materials and assignments for the subject MAST90138 Multivariate Statistics for Data Science.
ishaansathaye/STAT419-AppliedMultivariateStats
Cal Poly Spring 2024 STAT 419 Applied Multivariate Statistics
mrcaidev/multivariate-statistical-analysis
电子科技大学 2020 级《多元统计分析》课程代码。
perej1/extreme
R package for estimation of elliptical extreme quantile regions