FactoMineR: Multivariate Exploratory Data Analysis and Data Mining

Canonical link: https://rscholar.com/pkg/FactoMineR

Francois Husson • Julie Josse • Sebastien Le • Jeremy Mazet • View description and downloads View dependencies GitHub project

2006 Published

76 Citations

4 Authors

50 Revisions

2.11 Version

GPL-2 License

Referenced by ⇅	Year
guideR: Miscellaneous Statistical Functions Used in 'guide-R' (Version 0.1.0)	2025
rpcss: Constitution of Core Collections by Principal Component Scoring Strategy (Version 0.1.0)	2025
viruslearner: Ensemble Learning for HIV-Related Metrics (Version 0.0.2)	2024
Indicator: Composite 'Indicator' Construction and Imputation Data (Version 0.1.3)	2024
NaileR: Interpreting Latent Variables with AI (Version 1.2.2)	2024
UEI: Compute Uniform Error Index (Version 0.1.0)	2024
clusterMI: Cluster Analysis with Missing Values by Multiple Imputation (Version 1.5)	2024
pcvr: Plant Phenotyping and Bayesian Statistics (Version 1.1.1.0)	2024
phoenics: Pathways Longitudinal and Differential Analysis in Metabolomics (Version 0.5)	2024
rYWAASB: Simultaneous Selection by Trait and WAASB Index (Version 0.2)	2024
tidymodlr: An R6 Class to Perform Analysis on Long Tidy Data (Version 1.0.0)	2024
GABB: Facilitation of Data Preparation and Plotting Procedures for RDA and PCA Analyses (Version 0.3.8)	2023
SQI: Soil Quality Index (Version 0.1.0)	2023
gspcr: Generalized Supervised Principal Component Regression (Version 0.9.5)	2023
interca: Multiple Correspondence Analysis Based on Interpretive Coordinates (Version 0.1.2)	2023
FlexDotPlot: Flexible Dot Plot (Version 0.2.2)	2022
OptiSembleForecasting: Optimization Based Ensemble Forecasting Using MCS Algorithm (Version 0.1.0)	2022
longmixr: Longitudinal Consensus Clustering with 'flexmix' (Version 1.0.0)	2022
Statsomat: Shiny Apps for Automated Data Analysis and Automated Interpretation (Version 1.1.0)	2021
HotellingEllipse: Hotelling’s T-Squared Statistic and Ellipse (Version 1.2.0)	2021
MARVEL: Revealing Splicing Dynamics at Single-Cell Resolution (Version 1.4.0)	2021
OTrecod: Data Fusion using Optimal Transportation Theory (Version 0.1.2)	2021
SPARTAAS: Statistical Pattern Recognition and daTing using Archaeological Artefacts assemblageS (Version 1.2.4)	2021
ggfacto: Graphs for Correspondence Analysis (Version 0.3.2)	2021
mFD: Compute and Illustrate the Multiple Facets of Functional Diversity (Version 1.0.7)	2021
multiblock: Multiblock Data Fusion in Statistics and Machine Learning (Version 0.8.9.0)	2021
rKOMICS: Minicircle Sequence Classes (MSC) Analyses (Version 1.3)	2021
sageR: Applied Statistics for Economics and Management with R (Version 0.6.1)	2021
tinyarray: Expression Data Analysis and Visualization (Version 2.4.3)	2021
mdapack: Medical Data Analysis Pack (Version 0.0.2)	2020
fmf: Fast Class Noise Detector with Multi-Factor-Based Learning (Version 1.1.1)	2020
inti: Tools and Statistical Procedures in Plant Science (Version 0.6.7)	2020
seqhandbook: Miscellaneous Tools for Sequence Analysis (Version 0.1.1)	2020
visualpred: Visualization 2D of Binary Classification Models (Version 0.1.1)	2020
wrGraph: Graphics in the Context of Analyzing High-Throughput Data (Version 1.3.8)	2020
ClustBlock: Clustering of Datasets (Version 4.0.0)	2019
RclusTool: Graphical Toolbox for Clustering and Classification of Data Frames (Version 0.91.6)	2019
fdm2id: Data Mining and R Programming for Beginners (Version 0.9.9)	2019
glmtree: Logistic Regression Trees (Version 0.3.1)	2019
mimi: Main Effects and Interactions in Mixed and Incomplete Data (Version 0.2.0)	2019
packMBPLSDA: Multi-Block Partial Least Squares Discriminant Analysis (Version 0.9.0)	2019
parameters: Processing of Model Parameters (Version 0.24.2)	2019
CSFA: Connectivity Scores with Factor Analysis (Version 1.2.0)	2018
CAinterprTools: Graphical Aid in Correspondence Analysis Interpretation and Significance Testings (Version 1.1.0)	2018
MLGL: Multi-Layer Group-Lasso (Version 1.0.0)	2018
R.temis: Integrated Text Mining Solution (Version 0.1.3)	2018
discoveR: Exploratory Data Analysis System (Version 3.1.7)	2018
powdR: Full Pattern Summation of X-Ray Powder Diffraction Data (Version 1.3.0)	2018
wilson: Web-Based Interactive Omics Visualization (Version 2.4.2)	2018
CINNA: Deciphering Central Informative Nodes in Network Analysis (Version 1.2.2)	2017
FactoInvestigate: Automatic Description of Factorial Analysis (Version 1.9)	2017
SensMap: Sensory and Consumer Data Mapping (Version 0.7)	2017
Xplortext: Statistical Analysis of Textual Data (Version 1.5.5)	2017
forwards: Data from Surveys Conducted by Forwards (Version 0.1.3)	2017
tetraclasse: Satisfaction Analysis using Tetraclasse Model and Llosa Matrix (Version 0.1.21)	2017
qha: Qualitative Harmonic Analysis (Version 0.0.8)	2016
HDoutliers: Leland Wilkinson's Algorithm for Detecting Multidimensional Outliers (Version 1.0.4)	2016
denoiseR: Regularized Low Rank Matrix Estimation (Version 1.0.2)	2016
factoextra: Extract and Visualize the Results of Multivariate Data Analyses (Version 1.0.7)	2016
uHMM: Construct an Unsupervised Hidden Markov Model (Version 1.0)	2016
Factoshiny: Perform Factorial Analysis from 'FactoMineR' with a Shiny Application (Version 2.7)	2015
HistDAWass: Histogram-Valued Data Analysis (Version 1.0.8)	2015
explor: Interactive Interfaces for Results Exploration (Version 0.3.10)	2015
GraphPCA: Graphical Tools of Histogram PCA (Version 1.1)	2014
Compind: Composite Indicators Functions (Version 3.2)	2014
GDAtools: Geometric Data Analysis (Version 2.1)	2014
soc.ca: Specific Correspondence Analysis for the Social Sciences (Version 0.8.0)	2014
RSDA: R to Symbolic Data Analysis (Version 3.2.1)	2013
RGCCA: Regularized and Sparse Generalized Canonical Correlation Analysis for Multiblock Data (Version 3.0.3)	2012
plsdepot: Partial Least Squares (PLS) Data Analysis Methods (Version 0.2.0)	2012
RVAideMemoire: Testing and Plotting Procedures for Biostatistics (Version 0.9-83-7)	2011
missMDA: Handling Missing Values with Multivariate Data Analysis (Version 1.19)	2010
plspm: Partial Least Squares Path Modeling (PLS-PM) (Version 0.5.1)	2009
RcmdrPlugin.FactoMineR: Graphical User Interface for FactoMineR (Version 1.8)	2007
seewave: Sound Analysis and Synthesis (Version 2.2.3)	2006
SensoMineR: Sensory Data Analysis (Version 1.27)	2005

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