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)
University College LondonUnited Kingdom
Pinned Repositories
BCEA
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
bmeta
Bayesian meta-analysis & meta-regression in R
EVSI
A suite of functions for the calculation and presentation of the Expected Value of Sample Information.
missingHE
Health Economic Evaluations with Missing Data using a set of pre-defined Bayesian models written in BUGS
R-latest
A docker container with the latest R installation and some selected packages already installed
survHE
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.
survHEhmc
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.
survHEinla
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.
SWSamp
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.
voi
Methods to calculate the Expected Value of Information
giabaio's Repositories
giabaio/survHE
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.
giabaio/BCEA
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
giabaio/SWSamp
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.
giabaio/R-latest
A docker container with the latest R installation and some selected packages already installed
giabaio/bmeta
Bayesian meta-analysis & meta-regression in R
giabaio/survHEinla
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.
giabaio/vibass
A repository to store the docker container for the practicals at VIBASS 7
giabaio/survHEhmc
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.
giabaio/missingHE
Health Economic Evaluations with Missing Data using a set of pre-defined Bayesian models written in BUGS
giabaio/academicons
quarto extension to use academicons in HTML documents
giabaio/acceptability_curve_estimation
shiny app to for ACE
giabaio/voi
Methods to calculate the Expected Value of Information
giabaio/binder-inla
giabaio/blastula
Easily send great-looking HTML email messages from R
giabaio/bmhe_utils
A R package with utility functions to be used mainly for post-processing (of Bayesian models)
giabaio/BMHEweb
A R package to visualise the website for the summer school Bayesian methods in health economics
giabaio/comments
A repo to collect post comments
giabaio/fontawesome
Use Font Awesome icons in HTML and PDF documents.
giabaio/giabaio.github.io
giabaio/hugo-apero
Apéro is a Hugo theme for personal websites. A Hugo theme you'll want to hang out with :milky_way: . This is the source for the theme files to install.
giabaio/one-year-of-covid
Slides for the Armitage seminar
giabaio/papirus-icon-theme
Papirus icon theme for Linux
giabaio/quarto-cli
Open-source scientific and technical publishing system built on Pandoc.
giabaio/quarto-slides
giabaio/R2jags
R2jags: Using R to Run 'JAGS'
giabaio/R2OpenBUGS
:exclamation: This is a read-only mirror of the CRAN R package repository. R2OpenBUGS — Running OpenBUGS from R
giabaio/reprex-site
giabaio/slides
A package to create templates for `xaringan` and `quarto` slides
giabaio/starter-academic
🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify
giabaio/stat_rethinking_2022
Statistical Rethinking course winter 2022