pcaPP: Robust PCA by Projection Pursuit

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

Peter Filzmoser • Heinrich Fritz • Klaudius Kalcher • Valentin Todorov • View description and downloads View dependencies GitHub project

2006 Published

2.0-5 Version

0 Citations

4 Authors

Referenced by ⇅	Year
JointNets: End-to-End Sparse Gaussian Graphical Model Simulation, Estimation, Visualization, Evaluation and Application (Version 2.0.1)	2018
ChemoSpec: Exploratory Chemometrics for Spectroscopy (Version 6.1.10)	2011
ConfidenceEllipse: Computation of 2D and 3D Elliptical Joint Confidence Regions (Version 1.0.0)	2024
DRquality: Quality Measurements for Dimensionality Reduction (Version 0.2.1)	2023
DetMCD: Implementation of the DetMCD Algorithm (Robust and Deterministic Estimation of Location and Scatter) (Version 0.0.5)	2014
DetR: Suite of Deterministic and Robust Algorithms for Linear Regression (Version 0.0.5)	2016
GEInter: Robust Gene-Environment Interaction Analysis (Version 0.3.2)	2021
Hmisc: Harrell Miscellaneous (Version 5.2-1)	2003
MAINT.Data: Model and Analyse Interval Data (Version 2.7.1)	2011
PAsso: Assessing the Partial Association Between Ordinal Variables (Version 0.1.10)	2020
ProjectionBasedClustering: Projection Based Clustering (Version 1.2.2)	2017
ccaPP: (Robust) Canonical Correlation Analysis via Projection Pursuit (Version 0.3.4)	2012
chemometrics: Multivariate Statistical Analysis in Chemometrics (Version 1.4.4)	2008
copula: Multivariate Dependence with Copulas (Version 1.1-4)	2005
cord: Community Estimation in G-Models via CORD (Version 0.1.1)	2015
crmReg: Cellwise Robust M-Regression and SPADIMO (Version 1.0.2)	2020
diffee: Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure (Version 1.1.0)	2018
dimRed: A Framework for Dimensionality Reduction (Version 0.2.6)	2017
fractaldim: Estimation of Fractal Dimensions (Version 0.8-5)	2011
ftsa: Functional Time Series Analysis (Version 6.4)	2009
gfboost: Gradient-Free Gradient Boosting (Version 0.1.1)	2020
jeek: A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models (Version 1.1.1)	2018
latentcor: Fast Computation of Latent Correlations for Mixed Data (Version 2.0.1)	2021
mixedCCA: Sparse Canonical Correlation Analysis for High-Dimensional Mixed Data (Version 1.6.2)	2020
nvmix: Multivariate Normal Variance Mixtures (Version 0.1-1)	2018
oddnet: Anomaly Detection in Temporal Networks (Version 0.1.1)	2022
oddstream: Outlier Detection in Data Streams (Version 0.5.0)	2019
rainbow: Bagplots, Boxplots and Rainbow Plots for Functional Data (Version 3.8)	2009
rmgarch: Multivariate GARCH Models (Version 1.3-9)	2013
robflreg: Robust Functional Linear Regression (Version 1.2)	2022
robustX: 'eXtra' / 'eXperimental' Functionality for Robust Statistics (Version 1.2-7)	2009
rospca: Robust Sparse PCA using the ROSPCA Algorithm (Version 1.1.1)	2017
rpls: Robust Partial Least Squares (Version 0.6.0)	2020
rrcov: Scalable Robust Estimators with High Breakdown Point (Version 1.7-6)	2004
rrcovHD: Robust Multivariate Methods for High Dimensional Data (Version 0.3-1)	2012
simule: A Constrained L1 Minimization Approach for Estimating Multiple Sparse Gaussian or Nonparanormal Graphical Models (Version 1.3.0)	2017
sscor: Robust Correlation Estimation and Testing Based on Spatial Signs (Version 0.2)	2015
stray: Anomaly Detection in High Dimensional and Temporal Data (Version 0.1.1)	2019
zenplots: Zigzag Expanded Navigation Plots (Version 1.0.6)	2016

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.