@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

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  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all \u003cpre\u003e\u003ccode\u003e blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks"); } } catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); } })(); (function(){ try { var __m = "github.com"; var __re = new RegExp('^' + "github\\.com" + '
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@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

Pinned Loading

  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

Repositories

Showing 10 of 11 repositories
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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
@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

Pinned Loading

  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

Repositories

Showing 10 of 11 repositories
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

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, '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 \u003e 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('^' + ".*" + '
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@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

Pinned Loading

  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

Repositories

Showing 10 of 11 repositories
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

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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
@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

Pinned Loading

  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

Repositories

Showing 10 of 11 repositories
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

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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
@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

Pinned Loading

  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

Repositories

Showing 10 of 11 repositories
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

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Most used topics

Loading…

, '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
@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

Pinned Loading

  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

Repositories

Showing 10 of 11 repositories
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

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, '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
@repro-stats

reprostats

Open-source R tools for reproducibility and audit logging
README.md

reprostats

Open-source infrastructure for rigorous pharmaceutical data science.


The mission

Reproducibility and accountability are not checkboxes. They are the foundation of trustworthy science, defensible regulatory submissions, and research that holds up under scrutiny — months, years, or decades later.

We build open-source R tooling that makes reproducibility and auditability automatic, verifiable, and actionable — for academic, clinical, and pharmaceutical settings alike.

Reprostats Infrastructure

Packages addressing reproducibility, auditability, and data provenance in GxP analytical workflows. Designed for environments operating under FDA, EMA, and ICH requirements.

DescriptionCICRAN
reproducrBehavioural reproducibility auditing — scan scripts, certify outputs, detect driftR-CMD-checkCRAN
regulogTamper-evident, hash-chained electronic audit logging — 21 CFR Part 11 and EU Annex 11. Ships with IQ/OQ/PQ qualification scriptsR-CMD-checkCRAN
lineagerRow-level data provenance for clinical datasets — full traceability from SDTM to ADaM, mandatory exclusion documentation, CONSORT-style disposition tablesR-CMD-checkCRAN

Contributing

Contributions are welcome — bug reports, feature requests, documentation improvements, or new functionality. Open an issue in the relevant package repository.

reprostats.org · Blog · Antwerp, Belgium

Pinned Loading

  1. reproducrreproducrPublic

    R package: Behavioural Reproducibility Auditing for R Projects -- scan scripts, certify outputs, detect drift, and badge your README.

    R 1 1

  2. regulogregulogPublic

    R package: Tamper-evident, hash-chained audit logging for R applications

    R 1

  3. lineagerlineagerPublic

    R-packaage: Row-level data provenance and exclusion tracking.

    HTML 1

Repositories

Showing 10 of 11 repositories
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

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