STEMskiller: Skill Set Map for Mentors of Early Career Researchers

RESEARCH AND SCHOLARSHIP: Research data

[Working with data]

Advanced techniques in modelling complex systems

Definition:

 Applying data analysis to complex systems modelling. 

Useful resources on Advanced techniques in modelling complex systems:

The Alan Turing Institute. (2018). Data driven modelling of complex systems workshop. https://www.turing.ac.uk/events/data-driven-modelling-complex-systems

Videos from mathematicians and computer scientists representing diverse perspectives on complex systems modelling. 

Tags: IPS QL; IPS PS; PSR ER; IAL IntL; CompTS; CompGS

Peer Review: None

Table of contents:

1.6. Research data

1.6.1. Data gathering and organizing

1.6.2. Working with data (modeling, simulation, analysis)

1.6.2.1. Data analysis: concepts and definitions, resources for learning more

1.6.2.3. Information processing and exchange
1.6.2.4. Using R for statistical data analysis
1.6.2.5. Programming/coding basics
1.6.2.6. Software usage and development
1.6.2.7. Sensitive data

1.6.3. Presenting data

1.6.4. Storing data

 

Author: Stephanie Krueger

Peer Reviewer(s): None

Last Updated: October 26, 2021