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resultType() resultValue() biomarkerValue()
- Accessors for analysis results
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estimateOf() uncertaintyOf() provenanceOf() estimandOf()
- Estimand / uncertainty carrier accessors
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show(<AnalysisResult>)
- AnalysisResult: a uniform container for ecosystem analysis outputs
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AnalysisResult()
- Construct an AnalysisResult
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EventQuery-class
- EventQuery class for composable event filtering
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MultiRatePhysioExperiment-class
- Multi-rate multimodal container for PhysioExperiment streams
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length(<MultiRatePhysioExperiment>) `[[`(<MultiRatePhysioExperiment>,<ANY>,<ANY>) dim(<MultiRatePhysioExperiment>) show(<MultiRatePhysioExperiment>)
- Display, size and stream-extraction methods for MultiRatePhysioExperiment
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MultiRatePhysioExperiment()
- Construct a MultiRatePhysioExperiment
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show(<NormativeReference>)
- NormativeReference: stratified normative values for a metric
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zScore() percentPredicted()
- Normative comparisons for an observed value
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NormativeReference()
- Construct a NormativeReference
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show(<PhysioBiomarker>)
- PhysioBiomarker: a single computed biomarker with metadata
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PhysioBiomarker()
- Construct a PhysioBiomarker
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PhysioCohort-class
- Multi-subject cohort / study container
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length(<PhysioCohort>) `[`(<PhysioCohort>,<ANY>,<ANY>,<ANY>) show(<PhysioCohort>)
- Size, subsetting and display for PhysioCohort
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PhysioCohort()
- Construct a PhysioCohort
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PhysioEvents-class
- Event management for PhysioExperiment
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PhysioEvents()
- Create a PhysioEvents object
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PhysioExperiment-class
- PhysioExperiment class definition
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PhysioExperiment()
- Construct a PhysioExperiment object
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PhysioLongitudinal-class
- Longitudinal subject/session container
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length(<PhysioLongitudinal>) `[`(<PhysioLongitudinal>,<ANY>,<ANY>,<ANY>) show(<PhysioLongitudinal>)
- Display, size and subsetting for PhysioLongitudinal
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PhysioLongitudinal()
- Construct a PhysioLongitudinal container
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addEvents()
- Add events to a PhysioExperiment object
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addProvenance()
- Append a provenance step, capturing an optional seed
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addSession()
- Add a session to a PhysioLongitudinal
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addSubject()
- Add a subject to a PhysioCohort
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alignStreams()
- Align all streams to the reference rate
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appendProvenance()
- Append a provenance activity
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applyMontage()
- Apply standard montage
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as.data.frame(<PhysioExperiment>)
- Coerce to data.frame
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as.data.frame(<PhysioBiomarker>)
- Coerce a PhysioBiomarker to a one-row data.frame
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asMSKTracker()
- Bridge a longitudinal container to a PhysioMSKNet tracker
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asMultiAssayExperiment()
- Coerce a PhysioLongitudinal to a MultiAssayExperiment
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assaySamplingRates()
- Per-assay sampling rates
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blandAltman()
- Bland-Altman Analysis for Method Agreement
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cbindPhysio()
- Combine PhysioExperiment objects by channels
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changeScores()
- Per-visit change scores across a longitudinal container
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`channelInfo<-`()
- Set channel information
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channelInfo()
- Channel information management for PhysioExperiment
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`channelNames<-`()
- Set channel names/labels
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channelNames()
- Get channel names/labels
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checkNA()
- Check for NA values in assay data
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circularLinearCorrelation()
- Mardia's circular-linear correlation
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circularSummary()
- Circular mean direction and spread
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cohensD()
- Cohen's d Effect Size
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cohortData() `cohortData<-`()
- Subject-level metadata table of a PhysioCohort
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cohortDesign()
- Long design table of a cohort (subjects x sessions)
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commonClock()
- The master clock
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defaultAssay()
- Retrieve the default assay name
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deprecate_physio()
stable
- Emit a Physio-ecosystem deprecation warning or error
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design(<PhysioLongitudinal>) `design<-`(<PhysioLongitudinal>)
- The design schema of a PhysioLongitudinal
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dim(<PhysioExperiment>)
- Dim method for PhysioExperiment
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dropChannels()
- Drop channels
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duration()
- Get signal duration
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etaSquared()
- Eta-Squared Effect Size
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eventQuery()
- Create an EventQuery from a PhysioExperiment
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extractWindow()
- Extract time window
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fPCA()
- Functional Data Analysis (FDA) for Biomechanics
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fillEdgeNA()
- Fill NA values at edges
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filterType()
- Filter events by type
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filterValue()
- Filter events by value
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format(<PhysioBiomarker>)
- Format a PhysioBiomarker as a compact string
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getChannelsByType()
- Get channels by type
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getElectrodePositions()
- Get electrode positions
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getEvents()
- Get events from a PhysioExperiment object
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getReference()
- Get reference electrode
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handleNA()
- Handle NA values in signal data
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harmonize()
- Harmonize channels, reference and montage across sessions
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harmonizeChannels()
- Harmonize channels across sessions
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harmonizeMontage()
- Harmonize the montage across sessions
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harmonizeReference()
- Harmonize the reference across sessions
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harmonizeReport()
- Report the channels dropped / renamed per session by harmonization
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hasNA()
- Check if data contains any NA values
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icc()
- Intraclass Correlation Coefficient (ICC)
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is.PhysioBiomarker()
- Test whether an object is a PhysioBiomarker
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length(<PhysioExperiment>)
- Length method for PhysioExperiment
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logStep()
- Record an analysis step in the provenance log
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mdc()
- Minimal Detectable Change (MDC)
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mvarFit()
- Fit an MVAR model (user-facing)
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mvarOrderSelect()
- MVAR model-order selection by AIC / BIC
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mvarTransfer()
- MVAR transfer function and spectra (user-facing)
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nChannels()
- Get number of channels
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nEvents()
- Get number of events
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nStreams()
- Number of streams
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naSummary()
- Get NA summary for all assays
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normativeLookup()
- Look up normative values for a biomarker
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physioBiomarker()
- Construct a reliability-characterised biomarker
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physioPalette()
- Colorblind-safe palettes (qualitative, sequential, diverging)
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pickChannels()
- Pick specific channels
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print(<fpca_result>)
- Print fPCA result
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provenance() `provenance<-`()
- Provenance / audit trail for PhysioExperiment objects
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provenanceHash()
- Deterministic hash of the provenance audit trail
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rayleighTest()
- Rayleigh test for a preferred direction
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rbindPhysio()
- Combine PhysioExperiment objects by time
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reconstructFPCA()
- Reconstruct waveforms from fPCA
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recordActivity()
- Record a PROV activity around an operation
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registerCurves()
- Curve registration (time warping)
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registerOperation() getOperation() availableOperations() unregisterOperation()
- Register and dispatch named operations
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registerReader() getReader() availableReaders() unregisterReader()
- Register and dispatch file readers
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registerWriter() getWriter() availableWriters() unregisterWriter()
- Register and dispatch file writers
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removeEvents()
- Remove events from a PhysioExperiment object
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renameChannels()
- Rename channels
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replaceNA()
- Replace NA values in assay
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resampleToCommon()
- Resample all streams onto a single common-rate view
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resolveQuery()
- Resolve an EventQuery to get filtered events
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samplesToTime()
- Convert sample indices to times
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samplingRate() `samplingRate<-`()
- Accessors for PhysioExperiment
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scale_color_physio() scale_colour_physio() scale_fill_physio()
- Colorblind-safe discrete colour / fill scales for ggplot2
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sem()
- Standard Error of Measurement (SEM)
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session()
- Retrieve a single session by visit label or id
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sessions() `sessions<-`()
- Access the sessions of a PhysioLongitudinal
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setAssaySamplingRate()
- Set the sampling rate of a specific assay
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setChannelTypes()
- Set channel types
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setChannelUnits()
- Set channel units
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setElectrodePositions()
- Set electrode positions
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setEvents()
- Set events for a PhysioExperiment object
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setReference()
- Set reference electrode
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show(<PhysioEvents>)
- Show method for PhysioEvents
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show(<PhysioExperiment>)
- S4 Methods for PhysioExperiment
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streamNames()
- Names of the streams
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streamRates()
- Per-stream sampling rates
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streamTimeIndex()
- Sample times of a stream on the shared clock
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streams() `streams<-`()
- Access the streams of a MultiRatePhysioExperiment
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`[`(<PhysioExperiment>,<ANY>,<ANY>,<ANY>)
- Subset PhysioExperiment by time indices
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subject()
- Retrieve a single subject's longitudinal record by id
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subjectData() `subjectData<-`()
- Subject-level metadata
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subjectIds() nSubjects() groups()
- Subject ids, subject count and group labels of a PhysioCohort
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subjects() `subjects<-`()
- Subjects of a PhysioCohort
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subsetCohort()
- Subset a PhysioCohort by group (or a predicate on colData)
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summary(<PhysioExperiment>)
- Summary statistics for PhysioExperiment
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theme_physio()
- A clean, accessible ggplot2 theme for x-biosignal figures
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timeIndex()
- Time index helper
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timeToSamples()
- Convert event times to sample indices
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watsonWilliamsTest()
- Watson-Williams test for equal mean directions
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waveformCMC()
- Coefficient of multiple correlation for repeated waveforms (Kadaba CMC)
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waveformICC()
- Pointwise intraclass correlation across the movement cycle
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waveformReliability()
- Waveform reliability report: CMC, ICC / SEM / MDC curves
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withProvenance()
- Carry a provenance log onto a derived object and record a step
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wpliEstimate()
- Weighted phase-lag index estimator (raw and debiased)