multivariate-statistics
There are 10 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！
Language:Jupyter Notebook 2416JuliaStats / MultivariateStats.jl
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
Language:Julia 370- mixOmics
mixOmicsTeam / mixOmics
Development repository for the Bioconductor package 'mixOmics '
Language:R 140 olivertomic / hoggorm
Explorative multivariate statistics in Python
Language:Python 79LucaJiang / Multivariate-Statistics-Self-Learning
应用多元统计分析（高慧璇版）自学材料
Language:TeX 42manuwhs / Trapyng
Python library to implement advanced trading strategies using machine learning and perform backtesting.
Language:Python 36rformassspectrometry / metaRbolomics-book
The MetaRbolomics book. A review of R packages in BioC, CRAN, gitlab and github.
Language:TeX 32DTUComputeStatisticsAndDataAnalysis / MBPLS
(Multiblock) Partial Least Squares Regression for Python
Language:Python 28nicholasjclark / MRFcov
Markov random fields with covariates
Language:R 23corybrunson / ordr
manage ordinations and render biplots in a tidyverse workflow
Language:R 20DataSlingers / MoMA
MoMA: Modern Multivariate Analysis in R
Language:R 20JBris / 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.
multivariate-analysismultivariate-regressionmultivariate-statisticsmultivariate-linear-regressionmultivariate-datamultivariatemultivariate-distributionsconcretepcapca-analysisfactor-analysiscanonical-correlation-analysisredundancy-analysispartial-least-squares-regressionpartial-least-squaresplsnmdsmdsdimension-reductiondimensionality-reductionLanguage:Python 16TatevKaren / 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)
Language:R 7victorvicpal / biofes
Biomedical Feature Selection for Machine Learning Models
Language:Python 7Andros-Spica / cerUB
R package for multivariate statistic protocols for integrating archaeometric data (geochemical, mineralogical, petrographic)
Language:R 6arya-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
Language:MATLAB 6JuliaAI / MLJMultivariateStatsInterface.jl
Repository implementing MLJ interface for MultivariateStats models.
Language:Julia 6- BWAS_comment
spisakt / BWAS_comment
Project repository of the Matters Arising commentary "Multivariate BWAS can be replicable with moderate sample sizes in some cases""
Language:Jupyter Notebook 6 hairo1421 / Maestria-Computo-Estadistico
Maestria-Computo-Estadistico CIMAT 2018-2019
Language:HTML 5ricket-sjtu / bi476
Course materials for "Biostatistics: Case Studies"
Language:TeX 4Aariq / 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."
Language:R 3AlexiaNomena / Correspondence_Analysis_Free_Use
Correspondence Analysis with python
correspondence-analysiscontingency-tablefactor-analysischi-square-statisticsp-valuepythonpandasseabornreciprocal-averagingmarkov-chain-data-analysismultivariate-analysismultivariate-statisticsdata-analysisdata-analysis-pythondata-visualisationstatistical-techniquetext-analysisegyptologygrammar-analysisfree-softwareLanguage:Python 3- Language:Python 3
- LmoLanguage:Python 3
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.
Language:R 2davidblakneymoore / 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.
Language:R 2GiteshJ / Machine-Learning-Mathematics
Mathematics for Machine Learning - Coursera Course by Imperial College of London
Language:Jupyter Notebook 2hyu-kim / mds-hypothesis-testing
Multidimensional scaling method for F-informed hypothesis testing
Language:HTML 2joshhjacobson / coSIF
Spatial statistical prediction of solar-induced chlorophyll fluorescence (SIF) from multivariate OCO-2 data
Language:Jupyter Notebook 2JuliaManifolds / MultivariateDataAnalysis.jl
Multivariate data analysis using geometric algorithms made easy!
Language:Julia 2- Language:R 2
ajeyvishnu / US_Colleges_Analysis
US University admissions data has been analysed using multivariate techniques
Language:HTML 1greysonchung / 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
Language:HTML 1mrcaidev / multivariate-statistical-analysis
电子科技大学 2020 级《多元统计分析》课程代码。
Language:Jupyter Notebook 1- Language:R 1
