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flassomsm (version 0.1.0)

Penalized Estimation for Multi-State Models with Lasso and Fused Penalties

Description

Provides a suite of methods for detecting influential subjects in longitudinal datasets, particularly when observations occur at irregular time points. The methods identify individuals whose response trajectories deviate significantly from the population pattern, enabling detection of anomalies or subjects exerting undue influence on model outcomes.

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Version

Install

install.packages('flassomsm')

Monthly Downloads

121

Version

0.1.0

License

GPL-3

Maintainer

Atanu Bhattacharjee

Last Published

November 26th, 2025

Functions in flassomsm (0.1.0)

msdata_4state

Multi state data
covselec

covselec
flassomsm_admm

flassomsm_admm
flassomsm_pirls

flassomsm_pirls
simdata

simdata
flassomsm

flassomsm
prederr

prederr
highDmsm

Multi state data with high dimensional covariates
msdata_3state

Short Multi state data