AMR2.1.1 package

Antimicrobial Resistance Data Analysis

ab_from_text

Retrieve Antimicrobial Drug Names and Doses from Clinical Text

ab_property

Get Properties of an Antibiotic

add_custom_antimicrobials

Add Custom Antimicrobials

add_custom_microorganisms

Add Custom Microorganisms

age

Age in Years of Individuals

age_groups

Split Ages into Age Groups

AMR-deprecated

Deprecated Functions

AMR-options

Options for the AMR package

AMR

The AMR Package

antibiogram

Generate Antibiogram: Traditional, Combined, Syndromic, or Weighted-In...

antibiotic_class_selectors

Antibiotic Selectors

as.ab

Transform Input to an Antibiotic ID

as.av

Transform Input to an Antiviral Drug ID

as.disk

Transform Input to Disk Diffusion Diameters

as.mic

Transform Input to Minimum Inhibitory Concentrations (MIC)

as.mo

Transform Arbitrary Input to Valid Microbial Taxonomy

as.sir

Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data

atc_online

Get ATC Properties from WHOCC Website

av_from_text

Retrieve Antiviral Drug Names and Doses from Clinical Text

av_property

Get Properties of an Antiviral Drug

availability

Check Availability of Columns

bug_drug_combinations

Determine Bug-Drug Combinations

count

Count Available Isolates

custom_eucast_rules

Define Custom EUCAST Rules

eucast_rules

Apply EUCAST Rules

first_isolate

Determine First Isolates

g.test

G-test for Count Data

get_episode

Determine Clinical or Epidemic Episodes

ggplot_pca

PCA Biplot with ggplot2

ggplot_sir

AMR Plots with ggplot2

guess_ab_col

Guess Antibiotic Column

italicise_taxonomy

Italicise Taxonomic Families, Genera, Species, Subspecies

join

Join microorganisms to a Data Set

key_antimicrobials

(Key) Antimicrobials for First Weighted Isolates

kurtosis

Kurtosis of the Sample

like

Vectorised Pattern Matching with Keyboard Shortcut

mdro

Determine Multidrug-Resistant Organisms (MDRO)

mean_amr_distance

Calculate the Mean AMR Distance

mo_matching_score

Calculate the Matching Score for Microorganisms

mo_property

Get Properties of a Microorganism

mo_source

User-Defined Reference Data Set for Microorganisms

pca

Principal Component Analysis (for AMR)

plot

Plotting for Classes sir, mic and disk

proportion

Calculate Antimicrobial Resistance

random

Random MIC Values/Disk Zones/SIR Generation

resistance_predict

Predict Antimicrobial Resistance

skewness

Skewness of the Sample

translate

Translate Strings from the AMR Package

WHOCC

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>.

  • Maintainer: Matthijs S. Berends
  • License: GPL-2 | file LICENSE
  • Last published: 2023-10-21