R: The Sparse Online Principal Component Estimation Algorithm

# The Sparse Online Principal Component Estimation Algorithm

## Documentation for package ‘SOPC’ version 0.1.0

- DESCRIPTION file

## Help Pages

Heart | Heart failure
Hugging | Hugging
IPC | The incremental principal component can handle online data sets with highly correlated.
OPC | The online principal component method refers to the IPC method with the best performance among the IPC, the PPC and the SAPC methods.
PC | The traditional principal component method. This method can estimate the eigen space of the data set.
PPC | The perturbation principal component can handle online data sets with highly correlated.
PSA | Prostate Specific Antigen
SAPC | The stochastic approximation principal component can handle online data sets with highly correlated.
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.