List of metrics implemented in iglu

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)
library(iglu)

|Metric Name | Corresponding function in iglu | Reference| Time-dependent | |:------------|:------------------------------:|:----------|:------------| |Active Percent | active_percent | Danne et al. (2017)| Yes | |ADRR (Average Daily Risk Range) | adrr | Kovatchev et al. (2006)| Yes | |AUC (Area Under the Curve) | auc | Danne et al. (2017)| Yes | |COGI (COntinuous Glucose monitoring Index) | cogi | Leelarathna et al. (2019)| No | |CONGA (Continuous Overall Net Glycemic Action) | conga | McDonnell et al. (2005)| Yes | |Coefficient of variation (CV) | cv_glu | Rodbard (2009) | No | |CVmean (mean of daily CV) | cv_measures (CVmean) | Umpierrez et al. (2018) | Yes | |CVsd (SD of daily CV) | cv_measures (CVsd) | Umpierrez et al. (2018) | Yes | |Delta G (meal metric)| meal_metrics | Service (2013) | Yes| |Delta T (meal metric)| meal_metrics | Service (2013) | Yes | |eA1c (Estimated A1c) | ea1c | Nathan et. al (2008)| No | |Episode Calculation | episode_calculation| Battelino (2023) | Yes | |Episode Calculation Profile | epicalc_profile | | Yes | |Glucose Management Indicator (GMI) | gmi | Bergenstal (2018)| No | |GRADE (Glycemic Risk Assessment Diabetes Equation) | grade | Hill et al. (2007)| No | |GRADEeu | grade_eugly | Hill et al. (2007)| No | |GRADEhyper | grade_hyper | Hill et al. (2007)| No | |GRADEhypo | grade_hypo | Hill et al. (2007)| No | |GVP (Glucose Variability Percentage) | gvp | Peyser et al. (2017) | Yes | |HBGI (High Blood Glucose Index) | hbgi | Kovatchev et al. (2006)| No | |LBGI (Low Blood Glucose Index) | lbgi | Kovatchev et al. (2006)| No | |Hyperglycemia Index Parameters | hyper_index | Rodbard (2009)| No | |Hypoglycemia Index Parameters | hypo_index | Rodbard (2009)| No | |IGC (Index of Glycemic Control)| igc | Rodbard (2009) | No | |IQR (Interquartile Range)| iqr_glu | | No | |J-Index| j_index | Wojcicki (1995) | No | |M-value| m_value | Schlichtkrull et al. (1965) | No | |MAD (Mean Absolute Deviation) | mad_glu | | No | |MAG (Mean Absolute Glucose) | mag | Hermanides et al. (2010) | Yes | |MAGE (Mean Amplitude of Glycemic Excursions)| mage | Service & Nelson (1980) | No | |Mean | mean_glu | | No | |Median | median_glu | | No | |MODD (Mean Of Daily Differences)| modd | Service & Nelson (1980) | Yes | |Percent Above | above_percent | | No | |Percent Below | below_percent | | No | |Percent in range | in_range_percent | | No | |\% Baseline Recovery (meal metric)| meal_metrics | Service (2013) | Yes | |Quantiles | quantile_glu | | No | |Range | range_glu | | No | |Rate of change (ROC) | roc | Clarke et al. (2009) | Yes | |Standard Deviation of ROC | sd_roc | Clarke et al. (2009) | Yes | |Standard Deviation | sd_glu | | No | |SdB (between days, within timepoints)| sd_measures (SdB) |Rodbard (2009)| Yes | |SdBDM (between days, within timepoints, corrected for changes in daily means)| sd_measures (SdBDM) |Rodbard (2009)| Yes | |SdDM (horizontal sd)| sd_measures (SdDM) |Rodbard (2009)| Yes | |SdHHMM (between time points)| sd_measures (SdHHMM) |Rodbard (2009)| Yes | |SdW (vertical within days)| sd_measures (Sd)|Rodbard (2009)| Yes | |SdWSH (within time series)| sd_measures (SdWSH) |Rodbard (2009)| Yes |



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iglu documentation built on Oct. 20, 2023, 5:07 p.m.