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PROreg (version 1.2)

Patient Reported Outcomes Regression Analysis

Description

Offers a variety of tools, such as specific plots and regression model approaches, for analyzing different patient reported questionnaires. Specially, mixed-effects models based on the beta-binomial distribution are implemented to deal with binomial data with over-dispersion (see Najera-Zuloaga J., Lee D.-J. and Arostegui I. (2018) ).

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Version

Install

install.packages('PROreg')

Monthly Downloads

2,616

Version

1.2

License

GPL

Maintainer

Josu Najera-Zuloaga

Last Published

July 12th, 2022

Functions in PROreg (1.2)

BBreg

Fit a beta-binomial logistic regression model
BBest

Estimation of the parameters of a beta-binomial distribution
BIiwls

Iterative Weighted Least Squares (IWLS) method for binomial logistic regression
BIest

Estimation of the parameters of a binomial distribution with optional dispersion parameter.
BB

The Beta-Binomial Distribution
BBmm

Beta-binomial mixed-effects model
BImm

Binomial Logistic Mixed-Effects Model Regression.
print.summary.BBmm

Print a summary.BBmm class model.
BI

The Binomial distribution with optional Dispersion Parameter
BIreg

Fit a binomial logistic regression model
summary.BIreg

Summarizes a BIreg class model.
print.BBreg

Print a BBreg class model.
print.BBmm

Print a BBmm class model.
HRQoLplot

Spider plot of the dimensions of the Short Form-36 Health Survey
print.BIest

Print a BIest class model.
print.BBest

Print a BBest class model.
SF36rec

Short Form-36 Health Survey recode
summary.BBmm

Summarizes a BBmm class model.
summary.BBest

Summarizes a BBest class model.
print.BImm

Print a BImm class model.
print.summary.BBreg

Print a summary.BBreg class model.
print.BIreg

Print a BIreg class model.
print.summary.BIreg

Print a summary.BIreg class model.
print.summary.BImm

Print a summary.BImm class model.
print.summary.BBest

Print a summary.BBest class model.
summary.BImm

Summarizes a BImm class model.
summary.BBreg

Summarizes a BBreg class model.