Update 'Concept paper 2022 02 09'

master
Will King 4 years ago
parent ba3104c66c
commit a315388799

@ -27,7 +27,7 @@ Attempt to build a "cannonical" probabalistic model of the clinical trials proce
A couple of general principles. A couple of general principles.
- Describe the model in terms of conditional probability distributions (not expectations). - Describe the model in terms of conditional probability distributions (not expectations).
- Model based on information known at the beginning of the trial. (benefit of the [data] in use) - Model based on information known at the beginning of the trial. (benefit of the [historical data](https://gitea.kgjk.icu/Research/ClinicalTrialsEstimation/wiki/Concept-paper-2022-02-09#data) we captured).
- This might allow me to escape [[EK]]'s markov modeling approach for phase transitions. - This might allow me to escape [[EK]]'s markov modeling approach for phase transitions.
## Phase completion: Joint Probability Estimation (single paper?) ## Phase completion: Joint Probability Estimation (single paper?)
@ -63,6 +63,15 @@ The probabalistic model could then be used to answer various questions, includin
It would also be straightforward to develop simulations from this approach, as the probabilities are right there. It would also be straightforward to develop simulations from this approach, as the probabilities are right there.
# Data # Data
## Phase Completion
Use the API access given to CBO to get:
- Information at the beginning of the project.
- Information after wrap-up of the project (completion status).
This would allow estimation to be contingent on beliefs at the beginning of the trial.
# Estimation Strategy # Estimation Strategy
Probably use a non-parametric (np-bayesian?) approach to estimating the probability densities. Probably use a non-parametric (np-bayesian?) approach to estimating the probability densities.

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