linelist - Tagging and Validating Epidemiological Data

Provides tools to help storing and handling case line list data. The 'linelist' class adds a tagging system to classical 'data.frame' objects to identify key epidemiological data such as dates of symptom onset, epidemiological case definition, age, gender or disease outcome. Once tagged, these variables can be seamlessly used in downstream analyses, making data pipelines more robust and reliable.

Last updated 3 months ago

datadata-structuresepidemiologyepiverseoutbreakssdg-3structured-data

8 stars 8.64 score 18 dependencies 1 dependents

epiparameter - Library of Epidemiological Parameters with Helper Functions and Classes

Library of epidemiological parameters for infectious diseases and a set of classes and helper functions.

Last updated 4 days ago

data-accessdata-packageepidemiologyepiverseprobability-distribution

32 stars 8.64 score 14 dependencies 1 dependents

finalsize - Calculate the Final Size of an Epidemic

Calculate the final size of a susceptible-infectious-recovered epidemic in a population with demographic variation in contact patterns and susceptibility to disease, as discussed in Miller (2012) <doi:10.1007/s11538-012-9749-6>.

Last updated 4 months ago

epidemic-modellingepidemiologyepiverseoutbreak-analysisrcppsdg-3

11 stars 8.20 score 4 dependencies

cfr - Estimate Disease Severity and Case Ascertainment

Estimate the severity of a disease and ascertainment of cases, as discussed in Nishiura et al. (2009) <doi:10.1371/journal.pone.0006852>.

Last updated 3 months ago

case-fatality-rateepidemic-modellingepidemiologyepiversehealth-outcomesoutbreak-analysissdg-3

13 stars 8.10 score 2 dependencies

epidemics - Composable Epidemic Scenario Modelling

A library of compartmental epidemic models taken from the published literature, and classes to represent affected populations, public health response measures including non-pharmaceutical interventions on social contacts, non-pharmaceutical and pharmaceutical interventions that affect disease transmissibility, vaccination regimes, and disease seasonality, which can be combined to compose epidemic scenario models.

Last updated 4 months ago

decision-supportepidemic-modellingepidemic-simulationsepidemiologyepiverseinfectious-disease-dynamicsmodel-librarynon-pharmaceutical-interventionsrcpprcppeigenscenario-analysisvaccination

8 stars 7.82 score 9 dependencies

ColOpenData - Download Colombian Demographic, Climate and Geospatial Data

Downloads wrangled Colombian socioeconomic, geospatial,population and climate data from DANE <https://www.dane.gov.co/> (National Administrative Department of Statistics) and IDEAM <https://ideam.gov.co> (Institute of Hydrology, Meteorology and Environmental Studies). It solves the problem of Colombian data being issued in different web pages and sources by using functions that allow the user to select the desired database and download it without having to do the exhausting acquisition process.

Last updated 10 days ago

climatecolombiadata-packagedemographicsmaps

7 stars 7.30 score 38 dependencies

cleanepi - Clean and Standardize Epidemiological Data

Cleaning and standardizing tabular data package, tailored specifically for curating epidemiological data. It streamlines various data cleaning tasks that are typically expected when working with datasets in epidemiology. It returns the processed data in the same format, ensuring seamless integration into existing workflows. Additionally, it generates a comprehensive report detailing the outcomes of each cleaning task.

Last updated 2 days ago

data-cleaningepidemiologyepiverse

8 stars 7.03 score 41 dependencies

epiCo - Statistical and Viz Tools for Vector-Borne Diseases in Colombia

Provides statistical and visualization tools for the analysis of demographic indicators, and spatio-temporal behavior and characterization of outbreaks of vector-borne diseases (VBDs) in Colombia. It implements travel times estimated in Bravo-Vega C., Santos-Vega M., & Cordovez J.M. (2022), and the endemic channel method (Bortman, M. (1999) <https://iris.paho.org/handle/10665.2/8562>).

Last updated 18 days ago

colombiadecision-supportdemographicsepiverseoutbreak-analysisspatio-temporal-analysisvector-borne-diseases

10 stars 6.88 score 107 dependencies

serofoi - Estimates the Force-of-Infection of a Given Pathogen from Population Based Seroprevalence Studies

Estimate time-varying Force-of-Infection of a given pathogen from population based seroprevalence studies using a bayesian framework.

Last updated 2 months ago

antibodiesbayesian-methodsepidemiologyepiverseserological-surveysstan-language

17 stars 6.83 score 95 dependencies

vaccineff - Estimate Vaccine Effectiveness Based on Different Study Designs

R package with tools for estimating vaccine effectiveness and vaccine related metrics.

Last updated 12 days ago

epidemiologyepiversevaccine-effectiveness

14 stars 6.67 score 39 dependencies

epichains - Simulating and Analysing Transmission Chain Statistics Using Branching Process Models

Provides methods to simulate and analyse the size and length of branching processes with an arbitrary offspring distribution. These can be used, for example, to analyse the distribution of chain sizes or length of infectious disease outbreaks, as discussed in Farrington et al. (2003) <doi:10.1093/biostatistics/4.2.279>.

Last updated 5 days ago

branching-processesepidemic-dynamicsepidemic-modellingepidemic-simulationsepidemiologyepidemiology-modelsoutbreak-simulatortransmission-chaintransmission-chain-reconstruction

6 stars 6.46 score 2 dependencies

superspreading - Estimate Individual-Level Variation in Transmission

Implements functions to estimate individual-level variation in transmission.

Last updated 8 days ago

disease-transmissionepidemiologyepiverse

4 stars 6.03 score 4 dependencies

readepi - Read Data from Health Information Systems

Data import from several health information systems ('HIS'). The current version of the package covers 'HIS' such as 'MS SQL', 'MySQL', and 'PostGRESQL' servers, 'REDCap', 'DHIS2' and 'Fingertips'.

Last updated 4 months ago

data-importepidemiologyepiversehealth-information-systems

6 stars 5.56 score 81 dependencies

numberize - Convert Words to Numbers in Multiple Languages

Converts written out numbers into their equivalent numbers. Supports numbers written out in English, French, or Spanish.

Last updated 2 months ago

r-programming

4 stars 5.28 score 0 dependencies 1 dependents

simulist - Simulate Disease Outbreak Line List and Contacts Data

Tools to simulate realistic raw case data for an epidemic in the form of line lists and contacts using a branching process. Simulated outbreaks are parameterised with epidemiological parameters and can have age structured populations, age-stratified hospitalisation and death risk and time-varying case fatality risk.

Last updated 1 days ago

epidemiologyepiverselinelistoutbreaks

5 stars 4.65 score 41 dependencies

tracetheme - A 'ggplot2' Theme and Scale Using 'Epiverse-TRACE' Visual Style

A 'ggplot2' theme and scale using 'Epiverse-TRACE' visual style, colour scheme, and visualisation guidelines.

Last updated 6 months ago

1 stars 4.32 score 31 dependencies

ColOpenData - Download Colombian Demographic, Climate and Geospatial Data

Downloads wrangled Colombian socioeconomic, geospatial,population and climate data from DANE <https://www.dane.gov.co/> (National Administrative Department of Statistics) and IDEAM <https://ideam.gov.co> (Institute of Hydrology, Meteorology and Environmental Studies). It solves the problem of Colombian data being issued in different web pages and sources by using functions that allow the user to select the desired database and download it without having to do the exhausting acquisition process.

Last updated 18 days ago

3.65 score 38 dependencies