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Analyze

Conduct statistical analysis based on input data

Analyze_NormalApprox() stable
Funnel Plot Analysis with Normal Approximation for Binary and Rate Outcomes.
Analyze_Identity() stable
Identity Analysis.
Analyze_Fisher() stable
Fisher's Exact Test Analysis.
Analyze_Poisson() stable
Poisson Analysis - Site Residuals.
Analyze_NormalApprox_PredictBounds() stable
Funnel Plot Analysis with Normal Approximation - Predicted Boundaries.
Analyze_Poisson_PredictBounds() stable
Poisson Analysis - Predicted Boundaries.

Data Pipeline

Create site-level summary, analyzed, and flagged data for an assessment

Input_Rate() stable
Input_Rate
Transform_Count() stable
Transform Count
Transform_Rate() stable
Transform Rate
Flag() stable
Flag
Flag_NormalApprox() stable
Flag_NormalApprox
Flag_Poisson() stable
Flag_Poisson
Summarize() stable
Make Summary Data Frame

Utility

Utility functions for use within the Data Model

cli_fmt()
cli style console appender for gsm
CheckSpec() stable
Check if the data and spec are compatible
GetStrFunctionIfNamespaced() experimental
GetFunctionIfNamespaced
LogMessage()
Custom logging function that wraps cli messaging
MakeWideGroups() stable
Helper function to compile "wide" group metadata
MakeWorkflowList() stable
Load workflows from a package/directory.
ParseThreshold() stable
Parse a string into a numeric vector
RunStep() stable
Run a single step in a workflow.
RunQuery() stable
Run a SQL query on a data frame or DuckDB table
RunWorkflow() stable
Run a workflow via it's YAML specification.
RunWorkflows() stable
Convenience function to easily run multiple workflows
SetLogger()
set the default package logger
stop_if()
Custom stop message

Sample Data

data used for examples and testing

analyticsInput stable
analyticsInput Dataset
analyticsSummary stable
analyticsSummary Dataset
reportingBounds stable
reportingBounds Dataset
reportingGroups stable
reportingGroups Dataset
reportingMetrics stable
reportingMetrics Dataset
reportingResults stable
reportingResults Dataset
reportingBounds_country stable
reportingBounds_country Dataset
reportingGroups_country stable
reportingGroups_country Dataset
reportingMetrics_country stable
reportingMetrics_country Dataset
reportingResults_country stable
reportingResults_country Dataset
lSource stable
lSource Dataset