GitHub topics: multivariate-statistics

Repositories

equinor/TimeSeriesAnalysis

Library that combines control engineering, dynamic simulation and machine learning on time-series. Developed to describe industrial processes and -automation. Lightweight, robust and fast for use in advanced analytics. Built on .NET to run anywhere.

Language: C# - Size: 6.78 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 14 - Forks: 2

mixOmicsTeam/mixOmics

Development repository for the Bioconductor package 'mixOmics '

Language: R - Size: 16.9 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 191 - Forks: 60

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 - Size: 251 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 3 - Forks: 1

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 - Size: 214 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 3,237 - Forks: 676

JuliaStats/MultivariateStats.jl

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

Language: Julia - Size: 1.55 MB - Last synced at: 9 days ago - Pushed at: 11 months ago - Stars: 382 - Forks: 87

jorenham/Lmo

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

Language: Python - Size: 5.51 MB - Last synced at: 1 day ago - Pushed at: 26 days ago - Stars: 8 - Forks: 1

yoshiya-usui/TRACMT

Robust transfer function analysis code for magnetotellurics

Language: C++ - Size: 209 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0

FriesischScott/SlicedDistributions.jl

Estimation and sampling of sliced distributions

Language: Julia - Size: 439 KB - Last synced at: 18 days ago - Pushed at: 28 days ago - Stars: 2 - Forks: 3

nicholasjclark/MRFcov

Markov random fields with covariates

Language: R - Size: 3.51 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 5

corybrunson/ordr

manage ordinations and render biplots in a tidyverse workflow

Language: R - Size: 97.6 MB - Last synced at: 12 days ago - Pushed at: 30 days ago - Stars: 23 - Forks: 5

LatiefDataVisionary/multivariate-analysis-college-task

Size: 17.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

LucaJiang/Multivariate-Statistics-Self-Learning

应用多元统计分析（高慧璇版）自学材料

Language: TeX - Size: 8.77 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 50 - Forks: 17

JuliaManifolds/MultivariateDataAnalysis.jl

Multivariate data analysis using geometric algorithms made easy!

Language: Julia - Size: 1.14 MB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

olivertomic/hoggorm

Explorative multivariate statistics in Python

Language: Python - Size: 3.95 MB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 82 - Forks: 25

perej1/extreme

R package for estimation of elliptical extreme quantile regions

Language: R - Size: 70.3 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 40 KB - Last synced at: 16 days ago - Pushed at: 5 months ago - Stars: 18 - Forks: 3

joshhjacobson/coSIF

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

Language: Jupyter Notebook - Size: 30.3 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

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

Language: MATLAB - Size: 32.6 MB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 7 - Forks: 0

hyu-kim/mds-hypothesis-testing

Multidimensional scaling method for F-informed hypothesis testing

Language: HTML - Size: 23.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

DTUComputeStatisticsAndDataAnalysis/MBPLS

(Multiblock) Partial Least Squares Regression for Python

Language: Python - Size: 16.6 MB - Last synced at: 2 days ago - Pushed at: over 5 years ago - Stars: 30 - Forks: 7

juliahaas1/STAT449-Midterm

The purpose of this report is to investigate the historical dataset processed.heartdisease.txt that includes 303 patients at risk of heart disease displaying 14 different recorded fields.

Size: 94.7 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ethanknights/ethanknights.github.io

https://ethanknights.github.io (Research Portfolio - Cognitive Neuroscience)

Language: CSS - Size: 3.45 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

psolymos/EDMAinR

Euclidean Distance Matrix Analysis in R

Language: R - Size: 50.6 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

JuliaAI/MLJMultivariateStatsInterface.jl

Repository implementing MLJ interface for MultivariateStats models.

Language: Julia - Size: 268 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 7

rformassspectrometry/metaRbolomics-book

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

Language: TeX - Size: 82.7 MB - Last synced at: 10 days ago - Pushed at: about 4 years ago - Stars: 33 - Forks: 10

JRigh/Correspondence-Analysis-in-R-and-Python

Correspondence Analysis in R and Python

Language: Jupyter Notebook - Size: 384 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

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)

Language: R - Size: 800 KB - Last synced at: 14 days ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2

ishaansathaye/STAT419-AppliedMultivariateStats

Cal Poly Spring 2024 STAT 419 Applied Multivariate Statistics

Language: HTML - Size: 5.6 MB - Last synced at: 11 days ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

alexisfischer/bloom-baby-bloom

Synthesize, analyze, and visualize biological oceanography data

Language: MATLAB - Size: 2.54 GB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

mrcaidev/multivariate-statistical-analysis 📦

电子科技大学 2020 级《多元统计分析》课程代码。

Language: Jupyter Notebook - Size: 5.74 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 1

hashimg/facial-recognition-using-PCA

Reconstructed images using PCA, thereby reducing dimensionality and size as compared to the original image.

Size: 4.35 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

sarthak-chakraborty/Estimation-of-Model-Parameters-using-GMM

Clustering using EM Algorithm on various datasets

Language: Python - Size: 174 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

HalforcNull/Computational

Computational Statistic class coding assignment

Language: R - Size: 2.15 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

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."

Language: R - Size: 310 MB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

ilkedercan/R-HeartDisease-Modelling-with-Multivariate-Statistics

Language: R - Size: 723 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

EulersNumber/Municipality-PCA

Multivariate Statistical Analysis course project

Language: R - Size: 3.29 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

Debargho99/A-Pattern-Matching-Memory-network-for-Traffic-forecasting

This project was carried out in partial fulfillment of the TUM course Machine Learning for Graphs and Sequential Data (IN2323)

Language: Python - Size: 233 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Ben-Goren/MultivariaTeach

MultivariaTeach is designed to help students of multivariate statistics understand and perform a selection of fundamental tests.

Language: Python - Size: 109 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mmartamagna/OECD-Regional-Well-being-dataset

Advanced Multivariate Statistics project

Language: R - Size: 353 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 472 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mpokojovy/PPcovMcd

A robust deterministic affine-equivariant algorithm for multivariate location and scatter

Language: R - Size: 516 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

mpokojovy/CSDA2022

A robust deterministic affine-equivariant algorithm for multivariate location and scatter - Supplemental R Code for Pokojovy & Jobe (2022) CSDA Paper

Language: Common Lisp - Size: 203 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

hairo1421/Maestria-Computo-Estadistico

Maestria-Computo-Estadistico CIMAT 2018-2019

Language: HTML - Size: 99.6 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 4

DataSlingers/MoMA

MoMA: Modern Multivariate Analysis in R

Language: R - Size: 940 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 3

jonmatteochurch/sar 📦

Applied Statistics Project

Language: R - Size: 6.34 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

alexchelsea22/TEG-UC-ING_INDUSTRIAL

Programa Computarizado, elaborado en el lenguaje de programacion MATLAB, referente al Trabajo Especial de Grado para optar al Título de Ingeniero Industrial, en la Facultad de Ingeniería de la Universidad de Carabobo, año 2015; la cual fue reconocida con mención honorífica.

Language: MATLAB - Size: 5.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

briannaschuh/s-ds363

Analyzed player data from FIFA 20 using various multivariate statistical methods.

Language: R - Size: 2.03 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nmakes/multivariate-sampling

A simple utility to perform sampling from multivariate distributions (supported by a PyTorch backend)

Language: Python - Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

jakobgerstenlauer/SmartphoneMobility

Predict the activity of smartphone users (walking, sitting, lying) based on high dimensional sensor data.

Language: R - Size: 295 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

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 - Size: 42.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

connoraking/Spotify-YouTube-Multiavariate-Analysis

R-based project that utilizes multivariate analysis of Spotify Metrics; specifically multiple multivariate regression and MANOVA.

Size: 8.94 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Andros-Spica/cerUB

R package for multivariate statistic protocols for integrating archaeometric data (geochemical, mineralogical, petrographic)

Language: R - Size: 99.6 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 0

AlexiaNomena/Correspondence_Analysis_User_Friendly

Correspondence Analysis with python

Language: Python - Size: 1.25 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

MDAlvarezH/INE_DE_Indices-y-Tipologia-de-Complejidad-Electoral-a-Nivel-Distrital-2019- 📦

Classification of the federal electoral districts of Mexico according to their level of electoral complexity.

Language: R - Size: 2.38 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

MDAlvarezH/INE_DE_Indices-y-Tipologia-de-Complejidad-Electoral-a-Nivel-Estatal-2019- 📦

Classification of the states of Mexico according to their level of electoral complexity.

Language: R - Size: 443 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

MohamedWaelElsayed/Multivaritae-Statistical-lecture-codes

Language: R - Size: 243 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

victorvicpal/biofes

Biomedical Feature Selection for Machine Learning Models

Language: Python - Size: 230 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 1

grayfall/pymmds

Extendible metric MDS in Python

Language: Python - Size: 120 KB - Last synced at: 12 days ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 3

perej1/elliptical-sim

Simulations for an article about extreme quantile region estimation

Language: R - Size: 1.05 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Bryozoan/MATLAB

Codes for preforming basic geostatistics

Language: MATLAB - Size: 2.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

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.

Language: R - Size: 38.1 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0