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ISR (version 2025-01-10)

The Iterated Score Regression-Based Estimation

Description

We use the ISR to handle with PCA-based missing data with high correlation, and the DISR to handle with distributed PCA-based missing data. The philosophy of the package is described in Guo G. (2024) .

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Install

install.packages('ISR')

Monthly Downloads

680

Version

2025-01-10

License

MIT + file LICENSE

Maintainer

Guangbao Guo

Last Published

January 11th, 2025

Functions in ISR (2025-01-10)

DISR

Caculate the estimator with the DISR method
ISR

Caculate the estimator with the ISR method
MNIPALS

Caculate the estimator on the MNIPALS method
MMLPCA

Caculate the estimator on the MMLPCA method
Mean

Caculate the estimator on the Mean method
SR

Caculate the estimator on the SR method
MRPCA

Caculate the estimator on the MRPCA method
HCV

HCV
PM2.5

PM2.5
CKD

CKD
ozone

ozone
review

review
orange

orange