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rcssci (version 0.4.0)

Visualization of Restricted Cubic Splines

Description

Restricted Cubic Splines were performed to explore the shape of association form of "U, inverted U, L" shape and test linearity or non-linearity base on "Cox,Logistic,linear,quasipoisson" regression, and auto output Restricted Cubic Splines figures. rcssci package could automatically draw RCS graphics with Y-axis "OR,HR,RR,beta". The Restricted Cubic Splines method were based on Suli Huang (2022) ,Amit Kaura (2019) , and Harrell Jr (2015, ISBN:978-3-319-19424-0 (Print) 978-3-319-19425-7 (Online)).

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Version

Install

install.packages('rcssci')

Monthly Downloads

433

Version

0.4.0

License

Artistic-2.0

Maintainer

Zhiqiang Nie

Last Published

February 15th, 2023

Functions in rcssci (0.4.0)

rcs_quasipoisson.prob

rcs_quasipoisson.prob
rcssci_logistic

rcssci_logistic
rcs_logistic.ushap

rcs_logistic.ushap
rcs_logistic.prob

rcs_logistic.prob
rcssci_cox

rcssci_cox
rcs_quasipoisson.ushap

rcs_quasipoisson.ushap
rcssci_linear

rcssci_linear
sbpdata

A data on sbp and status.
rcs_linear.prob

rcs_linear.prob
rcs_logistic.lshap

rcs_logistic.lshap
rcs_cox.lshap

rcs_cox.lshap
rcs_cox.nshap

rcs_cox.nshap
rcs_linear.ushap

rcs_linear.ushap
rcs_logistic.nshap

rcs_logistic.nshap
rcs_linear.lshap

rcs_linear.lshap
rcs_linear.nshap

rcs_linear.nshap
rcs_cox.ushap

rcs_cox.ushap
rcs_cox.prob

rcs_cox.prob
rcs_quasipoisson.lshap

rcs_quasipoisson.lshap
rcs_quasipoisson.nshap

rcs_quasipoisson.nshap
rcssci_quasipoisson

rcssci_quasipoisson