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Using censor utils in double censored observation inference #453
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Try this Pull Request!Open Julia and type: import Pkg
Pkg.activate(temp=true)
Pkg.add(url="https://github.com/CDCgov/Rt-without-renewal", rev="primary-cens-example", subdir="EpiAware")
using EpiAware |
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #453 +/- ##
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+ Coverage 89.91% 90.02% +0.10%
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Files 57 57
Lines 734 742 +8
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+ Hits 660 668 +8
Misses 74 74 ☔ View full report in Codecov by Sentry. |
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
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Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
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This looks really good so far. A shame there are also issues here though. I think it would be worth cleaning this up lightly and getting it merged and then using it as a basis for further work exploring the stability issues?
I'd like to try a few quick tries at stability improvements (e.g. split up integral, look at |
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfoTarget
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
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Is this ready for review? |
Not yet :-( |
…ithout-renewal into primary-cens-example
@seabbs I've merged in a refactor of The Turing model using Steps
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Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
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Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
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OK, this is ready for review. Its aimed at recreating the current state of https://primarycensoreddist.epinowcast.org/articles/fitting-dists-with-stan.html and it does that. It now works as well with numerical quadrature. The problem with the underlying quadrature was fixed by:
I then went carefully through the Minor changes/not-dones
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Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
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Nice. I think this should move over to |
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Nice looks good
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfoTarget
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
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Agreed there. I had to write some custom functions to make this work which would make alot more sense in |
This draft PR represents a first pass at using
censored_pmf
inside an inference problem. The addition here is an extra notebook which follows the vignette here.Following on from numerical stability issues described epinowcast/primarycensored#34 I've put together a short replication of a vignette and currently find similar/possibly worse numerical instabilities using
censored_pmf
.