Decision analytic modelling in health economics
I am a health economic modeller at the University of Exeter and I am posting videos to this channel for those interested in health economic modelling for cost-effectiveness analysis. I will be covering concepts and theory, practical examples and novel methodology.
Please feel free to use these videos for self-study. If you are using them for training/education please do not embed these videos but feel free to share links to the channel and its videos.
Implementing a decision tree in R
Intervention effects: Hazard ratios
Spotlight on: Multivariate normal distribution
Spotlight on: Dirichlet distribution
Spotlight on: Chi-square distribution
Spotlight on: Gamma distribution
Spotlight on: Lognormal distribution
Spotlight on: Beta distribution
Markov cohort simulation in Excel - Probabilistic sensitivity analysis (Part 2)
Markov cohort simulation in Excel - Probabilistic sensitivity analysis (Part 1)
Markov cohort simulation in R - Our first probabilistic sensitivity analysis
Markov cohort simulation in R - Wrapping your model in a function
Markov cohort simulation in R - Tunnel states
Markov cohort simulation in Excel - Tunnel states
Markov cohort simulation in R - Time-varying payoffs
Markov cohort simulation in R - Time-varying transition probabilities
Markov cohort simulation in Excel - Half-cycle adjustment
Markov cohort simulation in Excel - Discounting
Probabilistic sensitivity analysis (PSA) - Part II (Analysing and presenting results)
Probabilistic sensitivity analysis (PSA) - Part I (Introduction)
Sensitivity analyses in cost-effectiveness modelling
Cost-effectiveness analysis
Markov cohort simulation in R - Illness-Death model
Markov cohort simulation in R - Rock-Paper-Scissors
Discounting (Time in Markov cohort simulation)
Half-cycle corrections (Time in Markov cohort simulations)
Choosing the right cycle length (Time in Markov cohort simulation)
Learn about tunnel states (Time in Markov cohort simulation)
Markov cohort simulation in Excel - Time-varying transition probabilities and payoffs
Risks versus rates in modelling