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Naming scheme for `fit_` functions

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Assessment

Difficulty
5/5
Estimated time
Over a week
Newbie friendliness
25/100
Issue type
Refactor
Clarity
Needs clarification
Activity status
Stale
Tech stack
r

Research direction

Start by reviewing the existing fit_nbbp_[descriptor]_[method] function names and the package scope described in the issue. Resolve whether the descriptor and _nbbp prefix are needed, agree on terminology for the shared R and k parameters, and define the final naming scheme.

Written by the indexing model from the issue text.

Description

Currently, we name functions fit_nbbp_[descriptor]_[method] where

  • [method] is either Bayesian inference or maximum likelihood inference
  • [descriptor] is only "homogenous"

To consider:

  • Is [descriptor] speculative generality for unimplemented options, or useful space for a future where there are spatiotemporal or hierarchical models?
  • Is homogenous a good description anyways? What we really mean is that all the chain sizes will be considered to have the same $R$ and $k$ parameters. We're already beyond IID, since we allow different censoring schemes for different chains.
  • The _nbbp part is probably also redundant, since the package scope is in the package name: NBBP models.

Shoutout to @swo for pointing this out.

Dominant language
R
Stars
2
Forks
3
PR merge metrics
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