Projects in Awesome Lists tagged with multivariate-statistics

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: 18 Dec 2024

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: 20 Dec 2024

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: 05 Nov 2024

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: 16 Nov 2024

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: 31 Oct 2024

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: 13 Nov 2024

https://github.com/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.

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

Last synced: 12 Nov 2024

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

Repository implementing MLJ interface for MultivariateStats models.

mlj multivariate-statistics

Last synced: 05 Nov 2024

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: 07 Dec 2024

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: 27 Oct 2024

https://github.com/psolymos/edmainr

Euclidean Distance Matrix Analysis in R

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

Last synced: 08 Dec 2024

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: 11 Nov 2024

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

Cal Poly Spring 2024 STAT 419 Applied Multivariate Statistics

2024 applied cal-poly multivariate-statistics stats

Last synced: 06 Nov 2024

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: 09 Nov 2024

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

Multivariate statistical hypothesis testing in Julia

hypothesis-testing julia multivariate-statistics

Last synced: 18 Dec 2024