psc1.3.0 package

Personalised Synthetic Controls

acc

acc

cfmDataSumm

Summarising data within a CFM

cfmDataVis

Visualising data within a CFM

coef.psc

Returns the coefficeint estimate of a psc object.

data_match

A function to ensure that data from the cfm and data cohort are compat...

dataComb.flexsurvreg

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

dataComb.glm

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

dataComb.pscCFM

Function for cleaning the data of a model with class

dataComb

A generic function for cleaning data ready for analysis

dataSumm

A function which provides basic summary information of a matrix x

facVis

Visualising Categorical Data

facVisComp

Visualising Categorical Data

initParm.flexsurvreg

Fucntion for estimating initial parameter values 'flexsurvreg'

initParm.glm

Fucntion for estimating initial parameter values

initParm.pscCFM

Fucntion for estimating initial parameter values

initParm

Fucntion for estimating initial parameter values 'flexsurvreg'

lik.flexsurvreg.mtc

Likelihood function for a psc model of class 'flexsurv' with multiple ...

lik.flexsurvreg

Likelihood function for a psc model of class 'flexsurvreg'

lik.glm.mtc

Likelihood function for a psc model of class 'glm' with multiple treat...

lik.glm

Likelihood function for 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

numVis

Visualising Categorical Data

numVisComp

Visualising Categorical Data

plot.psc.binary

Function for Plotting PSC objects

plot.psc.cont

Function for Plotting PSC objects

plot.psc.count

Function for Plotting PSC objects #' A function which illsutrates the ...

plot.psc.flexsurvreg

Function for Plotting PSC objects

plot.psc

Function for Plotting PSC objects

print.psc

Personalised Synthetic Controls - print

print.quiet_gglist

quiet_gglist

print.quiet_gtsumm

quiet_gtsumm

print.quiet_list

quiet_gtsumm

psc-package

psc: Personalised Synthetic Controls

psc.object

Fitted psc object

pscCFM

Creating a CFM model which can be shared

pscEst.flexsurvreg

Function for estimating initial parameter values 'flexsurvreg'

pscEst.glm

Function for estimating initial parameter values 'flexsurvreg'

pscEst.pscCFM

Function for estimating initial parameter values 'flexsurvreg'

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

A function to obtain survival estimates from a flexible parametric mod...

visComp

Visualising Comparisons between a CFM and a DC

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: 2025-05-29