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docs: add censored Archimax fitting example - #455

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lrnv merged 10 commits into
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docs/censored-copula-example-361
Sep 9, 2026
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docs: add censored Archimax fitting example#455
lrnv merged 10 commits into
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docs/censored-copula-example-361

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@lrnv lrnv commented Sep 8, 2026

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Closes #361.\n\nAdds an executable documentation example for fitting an Archimax dependence parameter from observations subject to variable-specific right censoring. The example derives the four likelihood contributions from the public conditioning and survival-copula APIs, explains why a marginal censored wrapper alone is insufficient, and visualizes the observed censoring geometry.

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lrnv commented Sep 9, 2026

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Documentation runtime audit completed. The routine Documenter job went from 11m58s to 4m17s while retaining execution of every documentation example and PR preview deployment.\n\nMain changes:\n- routine docs no longer execute the Julia/R benchmark matrix; it remains available through the manual Documenter workflow with the �enchmarks input;\n- the docs environment is instantiated without the unused --code-coverage compilation mode from julia-docdeploy;\n- one-shot documentation code is built at -O0, which reduced template expansion from roughly 3 minutes to 1m57s without disabling evaluation;\n- oversized illustrative fitting samples were reduced while preserving all exercised API paths.\n\nThe remaining time is mostly genuine page execution (~1m57s), Vitepress rendering (~46s), preview publication (~40-50s), and runner/cache setup. Going materially below four minutes would likely require dropping PR previews or skipping executable pages, which does not seem like a worthwhile trade-off.

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lrnv merged commit 80355da into main Sep 9, 2026
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lrnv deleted the docs/censored-copula-example-361 branch September 9, 2026 07:33
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[Docs] Provide a fitting example with censored marginals.

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