<?xml version="1.0" encoding="utf-8" ?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:r="https://r-universe.dev"><channel><title>shanshanchen-biostat.r-universe.dev</title><link>https://shanshanchen-biostat.r-universe.dev</link><description>Recent package updates in shanshanchen-biostat</description><generator>R-universe</generator><image><url>https://github.com/shanshanchen-biostat.png</url><title>R packages by shanshanchen-biostat</title><link>https://shanshanchen-biostat.r-universe.dev</link></image><lastBuildDate>Tue, 28 Jul 2026 15:00:02 GMT</lastBuildDate><item><title>[shanshanchen-biostat] PiChange 0.0.6</title><author>schen3@vcu.edu (Shanshan Chen)</author><description>PI-Change is a prior-informed multiple change point
detection method that incorporates prespecified plausible
change point locations through a time-varying penalized
likelihood. The method extends multiple change point detection
beyond purely data-driven segmentation by allowing external
knowledge about plausible change point locations to enter the
objective function; see Jacobs and Chen (2026)
&lt;doi:10.48550/arXiv.2605.01003&gt;.</description><link>https://github.com/r-universe/shanshanchen-biostat/actions/runs/36311386872</link><pubDate>Tue, 28 Jul 2026 15:00:02 GMT</pubDate><r:package>PiChange</r:package><r:version>0.0.6</r:version><r:status>success</r:status><r:repository>https://shanshanchen-biostat.r-universe.dev</r:repository><r:upstream>https://github.com/shanshanchen-biostat/pichange</r:upstream><r:article><r:source>getting-started.Rmd</r:source><r:filename>getting-started.html</r:filename><r:title>Getting Started with Pi-Change</r:title><r:created>2026-07-28 15:00:02</r:created><r:modified>2026-07-28 15:00:02</r:modified></r:article><r:article><r:source>google-mobility.Rmd</r:source><r:filename>google-mobility.html</r:filename><r:title>Pi-Change: Google Mobility Application</r:title><r:created>2026-07-28 15:00:02</r:created><r:modified>2026-07-28 15:00:02</r:modified></r:article><r:article><r:source>oil-price.Rmd</r:source><r:filename>oil-price.html</r:filename><r:title>Pi-Change: Oil Price Application</r:title><r:created>2026-07-28 15:00:02</r:created><r:modified>2026-07-28 15:00:02</r:modified></r:article></item><item><title>[shanshanchen-biostat] CircaCP 0.1.2</title><author>schen3@vcu.edu (Shanshan Chen)</author><description>A generic sleep–wake cycle detection algorithm for
analyzing unlabeled actigraphy data. The algorithm has been
validated against event markers using data from the
Multi-Ethnic Study of Atherosclerosis (MESA) Sleep study, and
its methodological details are described in Chen and Sun (2024)
&lt;doi:10.1098/rsos.231468&gt;. The package provides functions to
estimate sleep metrics (e.g., sleep and wake onset times) and
circadian rhythm metrics (e.g., mesor, phasor, interdaily
stability, intradaily variability), as well as tools for
screening actigraphy quality, fitting cosinor models, and
performing parametric change point detection. The workflow can
also be used to segment long actigraphy sequences into
regularized structures for physical activity research.</description><link>https://github.com/r-universe/shanshanchen-biostat/actions/runs/37907699686</link><pubDate>Wed, 12 Nov 2025 11:10:02 GMT</pubDate><r:package>CircaCP</r:package><r:version>0.1.2</r:version><r:status>success</r:status><r:repository>https://shanshanchen-biostat.r-universe.dev</r:repository><r:upstream>https://github.com/cran/CircaCP</r:upstream><r:article><r:source>getting-started.Rmd</r:source><r:filename>getting-started.html</r:filename><r:title>CircaCP: Getting Started</r:title><r:created>2025-11-12 11:10:02</r:created><r:modified>2025-11-12 11:10:02</r:modified></r:article></item></channel></rss>