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 5.2-0)	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 1.1.0)	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

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