Prof. Nicholas Stergiou Hosting Nonlinear Analysis Workshop at The University of Newcastle This Febr
Nonlinear Analysis Workshop: February 4th – February 6th, 2019
The University of Newcastle, Australia
Presented by Professor Nicholas Stergiou from the University of Omaha, Nebraska, USA
General: The purpose of this workshop is to introduce research scientists, clinicians, and students to a variety of nonlinear methods for the analysis of biological time series data. Participants will learn how to use nonlinear methods to analyze biological data by first learning about the underlying mathematics of each nonlinear method in a simple and friendly fashion. Instructors will use class discussions to facilitate understanding of the material covered in the lectures. Instructors will use class discussions to facilitate understanding of the material covered in the lectures. This workshop is an introduction to nonlinear analysis methods; participants with varied backgrounds are welcomed. This popular workshop regularly runs in Omaha Nebraska and has been presented around the globe. We are fortunate to be able to host Professor Stergiou in Newcastle Australia in February of 2019. Workshop Overview: At the end of the course, participants should be able to:
Understand the basic concepts in nonlinear dynamics and chaos.
Describe what each nonlinear method measures.
Understand the basic mathematical algorithm behind each nonlinear method.
Understand parameter selection for each nonlinear analysis method.
Understand how to apply different nonlinear methods to biological time series data.
Know which nonlinear methods are used to analyze biological time series data.
Understand the uses and applications of nonlinear analysis.
Understand limitations of nonlinear methods.
Apply nonlinear analys