Gianluca Baio
giabaio
I'm a professor of Statistics & Health Economics and the head of department @stats-ucl. I work on Bayesian stats (with applications to @r-hta and @convoigroup)
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Top Repositories
Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the posterior distributions of suitable variables of costs and clinical benefits for two or more interventions, produces a health economic evaluation. Compares one of the interventions (the "reference") to the others ("comparators"). Produces many summary and plots to analyse the results
Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.
A repository to include all the R code for the examples in the book R for HTA
SWSamp is a general purpose package to provide a suite of functions for the sample size calculations and power analysis in a Stepped Wedge Trial. Contains functions for closed-form sample size calculation (based on a set of specific models) and simulation-based procedures that can extend the basic framework.
Survival analysis in health economic evaluation using Bayesian modelling and Hamiltonian Monte Carlo Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation.
A repository to store the docker container for the practicals at VIBASS 7
Repositories
50A R package with utility functions to be used mainly for post-processing (of Bayesian models)
Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the posterior distributions of suitable variables of costs and clinical benefits for two or more interventions, produces a health economic evaluation. Compares one of the interventions (the "reference") to the others ("comparators"). Produces many summary and plots to analyse the results
No description provided.
A package to create templates for `xaringan` and `quarto` slides
A set of png icons
Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.
Open-source scientific and technical publishing system built on Pandoc.
SWSamp is a general purpose package to provide a suite of functions for the sample size calculations and power analysis in a Stepped Wedge Trial. Contains functions for closed-form sample size calculation (based on a set of specific models) and simulation-based procedures that can extend the basic framework.
No description provided.
R2jags: Using R to Run 'JAGS'
A repository to include all the R code for the examples in the book R for HTA
:exclamation: This is a read-only mirror of the CRAN R package repository. R2OpenBUGS — Running OpenBUGS from R
A R/Shiny frontend to use BCEA
No description provided.
Survival analysis in health economic evaluation using Bayesian modelling and Hamiltonian Monte Carlo Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation.
Survival analysis in health economic evaluation using Bayesian modelling though Integrated Nested Laplace Approximation. Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation.
package.json for my r-universe.dev R packages repo
A repository to store the docker container for the practicals at VIBASS 7
Sample drat repository for easy forking and bootstrapping
A docker container with the latest R installation and some selected packages already installed
Methods to calculate the Expected Value of Information
Bayesian meta-analysis & meta-regression in R
Health Economic Evaluations with Missing Data using a set of pre-defined Bayesian models written in BUGS
🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify
📝 The website builder for Hugo. Build and deploy a beautiful website in minutes!
A repo to collect post comments
Use Font Awesome icons in HTML and PDF documents.
quarto extension to use academicons in HTML documents
No description provided.
A R package to visualise the website for the summer school Bayesian methods in health economics