Personalised Synthetic Controls
acc
Counter Factual Model - summary
Counter Factual Model - summary
Summarising data within a Counter Factual Model (CFM)
Visualising Categorical Data
Visualising Numerical Data
Visualising data within a CFM
Counter Factual Model - summary
Counter Factual Model - summary
Returns the coefficient estimate of a psc object.
Example Dataset of patients with aHCC receiving Lenvetanib
Visualising Categorical Data
Function for estimating initial parameter values
Likelihood function for a psc model of class 'flexsurvreg'
Likelihood function for a psc model of class 'glm'
A generic function for extracting model information
A generic function for extracting model information
A generic function for extracting model information
A generic function for extracting model information
modp
Visualising Numerical Data
Function for Plotting PSC objects
Function for Plotting PSC objects
Function for Plotting PSC objects #' A function which illsutrates the ...
Function for Plotting PSC objects
Function for Plotting PSC objects
Function for Plotting PSC objects
Posterior Summary
Personalised Synthetic Controls - print
quiet_gglist
quiet_gtsumm
quiet_gtsumm
psc: Personalised Synthetic Controls
Fitted psc object
Creating a CFM model which can be shared
A function that add a likelihood for estimation to the pscObject
A function that includes a treatment indicator when multiple treatment...
A function which performs error checks between the DC and CFM
A function to ensure that data from the cfm and data cohort are compat...
A function which removes missing data from the DC
A function which structures the Data Cohort in a format for model esti...
A function which structures the Data Cohort in a format for model esti...
Running the Bayesian MCMC routine A procedure which runs the MCMC esti...
Starting conditions for Bayesian MCMC estimation procedures in 'pscfit...
Starting conditions for Bayesian MCMC estimation procedures in 'pscfit...
Updating the posterior distribution as part of the MCMC estimation pro...
Function for performing Bayesian MCMC estimation procedures in 'pscfit...
Personalised Synthetic Controls model fit
Counter Factual Model - summary
Personalised Synthetic Controls - summary
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.
Useful links