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GrFA (version 0.2.1)

Group Factor Analysis

Description

Several group factor analysis algorithms are implemented, including Canonical Correlation-based Estimation by Choi et al. (2021) , Generalised Canonical Correlation Estimation by Lin and Shin (2023) , Circularly Projected Estimation by Chen (2022) , and Aggregated projection method.

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Version

Install

install.packages('GrFA')

Monthly Downloads

197

Version

0.2.1

License

GPL-3

Maintainer

Jiaqi Hu

Last Published

December 22nd, 2024

Functions in GrFA (0.2.1)

FA

Factor analysis
GCC

Generalised Canonical Correlation
APM

Aggregated Projection Method
TraceRatio

Trace ratio
CP

Circularly Projected Estimation
CCA

Canonical Correlation Estimation
print.GFA

Print
gendata

Generate the grouped data.
est_num

Estimate factor numbers
UShouseprice

Housing price data for 16 states in the U.S.