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rbc (version 0.1.1)

Regression by Composition

Description

Flexible statistical modelling using a modular framework for regression, in which groups of transformations are composed together and act on probability distributions.

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Version

Install

install.packages('rbc')

Monthly Downloads

488

Version

0.1.1

License

MIT + file LICENSE

Maintainer

Daniel Farewell

Last Published

January 20th, 2026

Functions in rbc (0.1.1)

vcov.RegressionByComposition

Extract variance-covariance matrix from a regression by composition
starr

Growth from birth to 3 years in healthy babies in the US
residuals.RegressionByComposition

Compute 'residuals' from a regression by composition
Translate

Translate flow
TranslateRisk1

TranslateRisk1 flow
BinomialGLM

BinomialGLM flow
Bernoulli

Bernoulli distribution as a CompositeFamily
LogNormal

Lognormal distribution as a CompositeFamily
Scale

Scale flow
ScaleOdds

ScaleOdds flow
Cinch

Cinch flow
Normal

Normal distribution as a CompositeFamily
predict.RegressionByComposition

Compute predicted values from a regression by composition
rbc

Fit a regression by composition model
append_flow

Append a flow to a CompositeFamily object
fitted.RegressionByComposition

Compute fitted values from a regression by composition
logLik.RegressionByComposition

Extract log-likelihood from a regression by composition
coef.RegressionByComposition

Extract regression coefficients from a regression by composition
summary.RegressionByComposition

Summary of a regression by composition
Moebius

Moebius flow
ScaleRisk1

ScaleRisk1 flow
ScaleRisk0

ScaleRisk0 flow
Power

Power flow
PowerOdds

PowerOdds flow