Introduction to Nonlinear Dynamical Systems and Analysis with Bernard Ricca, Lyda Hill Institute for Human Resilience, University of Colorado, Colorado Springs
https://instats.org/seminar/introduction-to-nonlinear-dynamical-syst2?utm_source=dresa
Description:
This seminar introduces nonlinear dynamical systems analyses tailored for researchers in the social, behavioral, and economic sciences, providing a framework to model complex human behavior and societal interactions. Participants will gain hands-on expertise in using R for nonlinear dynamical systems modeling, exploring concepts such as fixed points, stability, and attractors, with practical applications to enhance their research approaches.
Start: Tuesday, 14 January 2025 @ 03:00
End: Wednesday, 15 January 2025 @ 08:00
Timezone: Sydney
Learning Objectives:
Topics Covered
Principles of Nonlinear Systems , Dynamics in Social Sciences , Introduction to Fixed Points , Role of Stability , Attractors Overview , Conceptual Frameworks , Identifying Fixed Points , Stability Analysis Methods , Exploring Attractors , Introduction to R Software , Applying R to Dynamics , Real-World Case Studies , Modeling Complex Systems , Interpreting R Outputs , Visualizing Dynamics , Multivariate Contexts , Analyzing Results , Limitations of Nonlinear Models , Addressing Modeling Challenges , Incorporating Dynamics in Research , Innovative Approaches , Simulations
- Open to all
Organiser: Bernard Ricca, Lyda Hill Institute for Human Resilience, University of Colorado, Colorado Springs
Contact: info@instats.org
Host institution: Instats