Background and theory
Radiotherapy treatment planning - the goal posts
Monte Carlo based dosimetry
Markov chain Monte Carlo
Definitions
Hastings algorithm
Example:
Independence sampling of a normal from an exponential decay distribution
Markov chain Monte Carlo for computing averages
Convergence rate of McMC
Inverse Monte Carlo: Non-iterative
Inverse Monte Carlo : Iterative
Just how slow?
Resolution of bimodal distributions
Resolution limits to the determination of incident spectra