# Distributed Laplace Factor Model

## Documentation for package ‘DLFM’ version 0.2.4

- DESCRIPTION file.

## Help Pages

Australian | Australian
bankruptcy | Bankruptcy data
Breast | Breast
calculate_DAA | Distance Between Column Spaces of Two Loading Matrices
concrete | Concrete Slump Test Data
Dfactor.tests | Distributed Factor Model Testing with Wald, GRS, PY tests and FDR control
DGulPC | Distributed general unilateral loading principal component
DIPC | Distributed Incremental Principal Component Analysis (DIPC)
DPC | Distributed principal component
DPPC | Distributed projection principal component
DSAPC | The distributed stochastic approximation principal component for handling online data sets with highly correlated data across multiple nodes.
estimate_AD_from_OSDR | Estimate Factor Loadings and Uniquenesses from OSDR Output
factor.tests | Factor Model Testing with Wald, GRS, PY tests and FDR control
FanPC | Apply the FanPC method to the Laplace factor model
frobenius.norm | Compute the Frobenius Norm of a Matrix
Ftest | Apply the Farmtest method to the Laplace factor model
generate_asymmetric_laplace | Generate Multivariate Asymmetric Laplace Random Vectors
generate_multivariate_laplace | Generate Multivariate Symmetric Laplace Random Vectors
generate_skew_laplace | Generate Multivariate Skew Laplace Random Vectors
GulPC | General unilateral loading principal component
Heart | Heart
ionosphere | ionosphere Data
IPC | Incremental principal component method
Iris | Iris Data
LFM | Generate Laplace factor models
new_energy_vehicle | New Energy Vehicle (NEV) Purchase Intention Survey Data
online_sir_lfm | Online Sufficient Dimension Reduction for Laplace Factor Model (LFM)
osdr_lfm | Online Sufficient Dimension Reduction for Laplace Factor Models (OSDR-LFM)
PC | Principal component
PPC | Projection principal component
protein | Protein Secondary Structure Data
review | Review
riboflavin | Riboflavin Production Data
riboflavinv100 | Riboflavin Production Data (Top 100 Genes)
SAPC | The stochastic approximation principal component can handle online data sets with highly correlated.
Sonar | Sonar
vehicle | In Vehicle Coupon Recommendation Data
wholesale | Wholesale Customers Data
Wine | Wine Data
yacht_hydrodynamics | Yacht Hydrodynamics Data