Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

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@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

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Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

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var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Skip to content

Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

Conversation

@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

Copy link
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Member

Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

Conversation

@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

Copy link
Copy Markdown
Member

Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

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@henrydingliu
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

Conversation

@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

Copy link
Copy Markdown
Member

Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content

Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

Conversation

@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

Copy link
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Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

Conversation

@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

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Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

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Successfully merging this pull request may close these issues.

1 participant

@henrydingliu
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

Conversation

@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

Copy link
Copy Markdown
Member

Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

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Successfully merging this pull request may close these issues.

1 participant

@henrydingliu
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content

Disposal rate method (#1022) - #1077

Merged
henrydingliu merged 1 commit into
chapter_11_prepfrom
main
Jun 30, 2026
Merged

Disposal rate method (#1022)#1077
henrydingliu merged 1 commit into
chapter_11_prepfrom
main

Conversation

@henrydingliu

@henrydingliuhenrydingliu commented Jun 30, 2026

Copy link
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Member

Created a DisposalMixin for the new adjustment estimator and Triangle

Berquist-Sherman also uses disposal rate. will leave harmonization to another PR We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc. Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio

Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr

Summary of Changes

Related GitHub Issue(s)

Additional Context for Reviewers

  • I passed tests locally for both code (uv run pytest) and documentation changes (uv run jb build docs --builder=custom --custom-builder=doctest)

Note

Medium Risk
Touches core Triangle cum/incr logic and introduces a new reserving path that depends on external ultimates; behavior is covered by tests but mistakes could affect triangle arithmetic for pattern triangles.

Overview
Adds DisposalRate, a Friedland-style adjustment that fits cumulative disposal patterns against a required sample_weight ultimate and uses them to project the lower triangle via runoff-derived ldf_.

Triangle gains disposal_rate_tri, is_disposal_rate, and DisposalMixin (disposal_rate_ / incr_disposal_rate_). incr_to_cum and cum_to_incr now treat disposal-rate patterns separately from multiplicative link-ratio patterns.

MethodBase.validate_weight is a @staticmethod so DisposalRate can validate ultimates without a full fit. DisposalRate is exported in the public API; tests cover Friedland fidelity, chainladder parity, sparse backends, and required weights.

Reviewed by Cursor Bugbot for commit 921bfca. Bugbot is set up for automated code reviews on this repo. Configure here.

Created a DisposalMixin for the new adjustment estimator and Triangle
Berquist-Sherman also uses disposal rate. will leave harmonization to another PR
We may eventually want to split Common into DevelopmentMixin, IncrementalMixin, etc.
Added disposal_rate_tri to Triangle, mimicking age_to_age/link_ratio
Added is_disposal_rate to Triangle, in order to differentiate the proper path in incr_to_cum and cum_to_incr
@henrydingliu
henrydingliu merged commit d22d88d into chapter_11_prepJun 30, 2026
29 checks passed
@github-actions

Copy link
Copy Markdown

Pyright Type Completeness

View the full pyright --verifytypes output for this commit

Project (full chainladder package, at this PR's head): 14.1% of exported symbols fully typed (175 / 1239)

KnownAmbiguousUnknownTotal
Project (head)1751079571239

Other symbols referenced but not exported by chainladder: 13

KnownAmbiguousUnknownTotal
Other (head)31913

Symbols without documentation:

  • Functions without docstring: 314
  • Functions without default param: 0
  • Classes without docstring: 10

Patch (exported symbols added or changed by this PR): 40.0% fully typed (12 / 30)

KnownAmbiguousUnknownTotal
Patch1201830
Patch symbol details
SymbolStatusChange
chainladder.adjustments.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalMixin.incr_disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.X_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.__init__❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.average✅ knownnew
chainladder.adjustments.disposal.DisposalRate.disposal_rate_❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.disposal_w_✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.drop_above✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_below✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_high✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_low✅ knownnew
chainladder.adjustments.disposal.DisposalRate.drop_valuation✅ knownnew
chainladder.adjustments.disposal.DisposalRate.fit❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.fit_transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.n_periods✅ knownnew
chainladder.adjustments.disposal.DisposalRate.preserve✅ knownnew
chainladder.adjustments.disposal.DisposalRate.transform❌ unknownnew
chainladder.adjustments.disposal.DisposalRate.xp❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_cl_parity❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_friedland_fidelity✅ knownnew
chainladder.adjustments.tests.test_disposal.test_no_disposal_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_no_weight_exception❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_setting_incr❌ unknownnew
chainladder.adjustments.tests.test_disposal.test_sparse_transform❌ unknownnew
chainladder.core.triangle.Triangle.disposal_rate_tri✅ knownnew
chainladder.core.triangle.Triangle.is_disposal_rate✅ knownnew

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@henrydingliu