Distributed Laplace Factor Model

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Documentation for package ‘DLFM’ version 0.2.4

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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