Distributed Skew Factor Model Estimation Methods

Documentation for package ‘DSFM’ version 1.0.1

AirQuality	Air Quality Data Set (UCI)
calculate_errors	calculate_errors Function
DFanPC	Distributed Fan Principal Component Analysis
DGaoPC	Distributed Gao Principal Component Analysis
DGulPC	Distributed Gul Principal Component Analysis
DPC	Distributed Principal Component Analysis
DPPC	Distributed Probabilistic Principal Component Analysis
DSPC	Distributed Sparse Principal Component Analysis
factor.tests	Factor Model Testing with Wald, GRS, PY tests and FDR control
Nutrimouse	Nutrimouse: Gene, Lipid and Grouping Data
Parkinsons_Features	Parkinson's Disease Voice Features Dataset
SFM	The SFM function is to generate Skew Factor Models data.
SOPC	The sparse online principal component can not only process online data sets, but also obtain a sparse solution of online data sets.
SPC	The sparse principal component can obtain sparse solutions of the eigenmatrix to better explain the relationship between principal components and original variables.
wines	Piedmont wines data