Name: Gold star reproducibility by Saras Windecker
Start: 2019-07-02T18:30:00+02:00
End: 2019-07-02T20:30:00+02:00
Location: CNRS (Centre d'Ecologie Fonctionnelle et Evolutive)

We are very happy to welcome Saras, comming from Melbourne, for the next meeting. She will talk to us about reproducibility.
Please remember to fill in your real first and last name so that we can make prior authorization requests to enter the CNRS 2 days before the meetup.

See you soon :)

Abstract: Research using R underpins a wide array of applied decision-making. Growing recognition of irreproducibility of results produced using R raises concerns about the credibility of research and the reliability of decisions they inform. Although there are many aspects to reproducible research, one major problem is the basic lack of computational reproducibility of published work – or the ability to rerun an analysis and reproduce the same results. There are many strategies for improving computational reproducibility, such as clear code structure, functional programming, and version control. Besides these tactics, however, we often find that analyses that reproduce on one machine or in one environment do not run in another, or do not run in the future. This problem is related to changing computing environments and software versions, and can be addressed using containerisation. In this talk, I will introduce containerisation and its implementation using an open-access R package. This introduction should be accessible to those who have never heard of or used containerisation before, as well as those who already actively use services such as Docker for containerisation.

Cécile SAUDER

Criscely Luján

R-Ladies Montpellier

R-Ladies

Technology

Artificial Intelligence

Open Source

Big Data

Machine Learning

Data Analytics

Data Visualization

Predictive Analytics

Data Mining

Data Science

Programming in R

Deep Learning

Data Science using R

Gold star reproducibility by Saras Windecker

CNRS (Centre d'Ecologie Fonctionnelle et Evolutive)

Partager

R-Ladies Montpellier

Gold star reproducibility by Saras Windecker

R-Ladies Montpellier

Détails

Les membres s'intéressent également à