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11 October 2021
Sophie Whyte
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This spreadsheet is intended as an example to
demonstrate how the Metropolis Hastings algorithm can be implemented within microsoft Excel to undertake Bayesian inference.
If
you are considering programming the Metropolis Hastings algorithm in another
language/modelling package this example may be useful for you.
This
example uses a very simple state transition model (with 3 states) and uses
data observations of persons in State B and persons moving to Stage C.
This
structure and approach can be extended to a larger more complex model and
with more parameters and datasets.
This
spreadsheet may be a useful illustration of the process of the MH algorithm
for those considering programming this algorithm in another package.
Warning!
This...
Cancer diagnosis
Modelling and simulation
Stochastic analysis and modelling
Economic models and forecasting
Health economics
Oncology and carcinogenesis not elsewhere classified
calibration algorithm
Health economic
Cancer Biology
disease prediction models
Metropolis Monte Carlo algorithm
Bayesian inference methods
state transition model
Excel tool
Microsoft Excel spreadsheet
disease progression model
examplars
Cancer Diagnosis
Simulation and Modelling
Stochastic Analysis and Modelling
Economic Models and Forecasting
Health Economics
Cancer