Antimicrobial Resistance Data Analysis
Retrieve Antimicrobial Drug Names and Doses from Clinical Text
Get Properties of an Antibiotic
Add Custom Antimicrobials
Add Custom Microorganisms
Age in Years of Individuals
Split Ages into Age Groups
Deprecated Functions
Options for the AMR package
The AMR
Package
Generate Antibiogram: Traditional, Combined, Syndromic, or Weighted-In...
Antibiotic Selectors
Transform Input to an Antibiotic ID
Transform Input to an Antiviral Drug ID
Transform Input to Disk Diffusion Diameters
Transform Input to Minimum Inhibitory Concentrations (MIC)
Transform Arbitrary Input to Valid Microbial Taxonomy
Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
Get ATC Properties from WHOCC Website
Retrieve Antiviral Drug Names and Doses from Clinical Text
Get Properties of an Antiviral Drug
Check Availability of Columns
Determine Bug-Drug Combinations
Count Available Isolates
Define Custom EUCAST Rules
Apply EUCAST Rules
Determine First Isolates
G-test for Count Data
Determine Clinical or Epidemic Episodes
PCA Biplot with ggplot2
AMR Plots with ggplot2
Guess Antibiotic Column
Italicise Taxonomic Families, Genera, Species, Subspecies
Join microorganisms to a Data Set
(Key) Antimicrobials for First Weighted Isolates
Kurtosis of the Sample
Vectorised Pattern Matching with Keyboard Shortcut
Determine Multidrug-Resistant Organisms (MDRO)
Calculate the Mean AMR Distance
Calculate the Matching Score for Microorganisms
Get Properties of a Microorganism
User-Defined Reference Data Set for Microorganisms
Principal Component Analysis (for AMR)
Plotting for Classes sir
, mic
and disk
Calculate Antimicrobial Resistance
Random MIC Values/Disk Zones/SIR Generation
Predict Antimicrobial Resistance
Skewness of the Sample
Translate Strings from the AMR Package
WHOCC: WHO Collaborating Centre for Drug Statistics Methodology
Functions to simplify and standardise antimicrobial resistance (AMR) data analysis and to work with microbial and antimicrobial properties by using evidence-based methods, as described in <doi:10.18637/jss.v104.i03>.
Useful links