psc1.0.0 package

Personalised Synthetic Controls

acc

acc

coef.psc

Returns the coefficeint estimate of a psc object.

dataComb.flexsurvreg

Fucntion for cleaning the data of a model with class 'flexsurvreg'

dataComb.glm

Fucntion for cleaning the data of a model with class 'flexsurvreg'

dataComb

A generic function for cleaning data ready for analysis

initParm.flexsurvreg

Fucntion for estimating initial parameter values 'flexsurvreg'

initParm.glm

Fucntion for estimating initial parameter values 'flexsurvreg'

initParm

Fucntion for estimating initial parameter values 'flexsurvreg'

lik.flexsurvreg.mtc

Likelihood functio for a a psc model of class 'flexsurvreg'

lik.flexsurvreg

Likelihood functio for a a psc model of class 'flexsurvreg'

lik.glm.mtc

Likelihood functio for a a psc model of class 'flexsurvreg'

lik.glm

Likelihood functio for a a psc model of class 'glm'

linPred

Estimates the linear predictor of a psc object

modelExtract.flexsurvreg

A generic function for extracting model information

modelExtract.glm

A generic function for extracting model information

modelExtract

A generic function for extracting model information

modp

modp

plot.psc

Fucntion for Plotting PSC objects

print.psc

Personalised Synthetic Controls - print

psc_ite

Wrapper function for individual treatment effects

psc-package

psc: Personalised Synthetic Controls

psc.object

Fitted psc object

pscEst.flexsurvreg

Fucntion for estimating initial parameter values 'flexsurvreg'

pscEst.glm

Fucntion for estimating initial parameter values 'glm'

pscEst

Function for performing estimation procedures in 'pscfit'

pscfit

Personalised Synthetic Controls model fit

pscSumm

Personalised Synthetic Controls - summary

summary.psc

Personalised Synthetic Controls - summary

surv_fpm

modp

Allows the comparison of data cohorts (DC) against a Counter Factual Model (CFM) and measures the difference in terms of an efficacy parameter. Allows the application of Personalised Synthetic Controls.

  • Maintainer: Richard Jackson
  • License: GPL-3
  • Last published: 2024-11-20