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Methodological Lessons - Introduction to Data Analyses Procedures

Society for Research in Child Development via YouTube

Overview

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Explore three essential data analysis procedures used in developmental research through this informative 31-minute video presentation. Gain insights into Hilbert Transform Relative Phase, Wavelet Analysis, and Linear Mixed Effects Analysis as Dr. Matheus M. Pacheco provides a comprehensive overview suitable for all experience levels. Discover how these techniques were applied in a 2019 study on bimanual coordination in toddlers, published in the Monographs of the Society for Research in Child Development. Learn about the practical applications of these methods, including analyzing real data, understanding individual and group changes, and addressing variability between individuals. Delve into topics such as continuous relative-phase, normalization, spectrum analysis, and the use of MATLAB in research. Whether you're new to these analytical approaches or seeking a refresher, this presentation offers valuable methodological lessons for child development researchers and students alike.

Syllabus

Intro
Index
The task
Relative Phase
Anti-Phase
Continuous Relative-Phase
Normalization
Hilbert Transform
Spectrum Analysis
Real data
Wavelet Analysis
Matlab
Individual and Group changes
Linear Mixed Effect
Levels
Variability between individuals

Taught by

Society for Research in Child Development

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