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Recurrence-Based Analyses
Engelsk
Bogcover for Recurrence-Based Analyses af Sebastian Wallot, Giuseppe Leonardi, 9781071872338
Specifikationer
Sprog:
Engelsk
Sider:
152
ISBN-13:
9781071872338
Indbinding:
Paperback
ISBN-10:
1071872338
Kategori:
Udg. Dato:
30 apr 2025
Størrelse i cm:
13,7 x 21,6 x 1,2
Oplagsdato:
30 apr 2025

Recurrence-Based Analyses

Engelsk
Paperback 2025
Format:

Bog beskrivelse
This book introduces techniques developed in physics and physiology for characterizing and analyzing patterns in time series data to a broad audience of social scientists. In contrast to time-series regression and related techniques, recurrence quantification analysis (RQA) has its background in chaos and nonlinear dynamical systems—theory arguably very relevant to social processes. The goal of Recurrence-Based Analyses is to introduce readers to these techniques that can characterize a system’s complexity, stability and instability, and conditions under which it transitions from one state to another. The authors illustrate concepts and techniques with relevant social science examples at different temporal scales: biweekly polling data on federal elections in Germany; daily values of three stock market indices; daily cases of SarsCov-19 in four countries during the pandemic; and second-by-second vocalizations of mothers and infants interacting recorded by motion cameras. This introduction to RQA serves as a useful supplement to undergraduate and graduate courses in computational social science, and also by researchers who seek new tools to address social scientific questions in new ways.
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Specifikationer
Sprog:
Engelsk
Sider:
152
ISBN-13:
9781071872338
Indbinding:
Paperback
ISBN-10:
1071872338
Kategori:
Udg. Dato:
30 apr 2025
Størrelse i cm:
13,7 x 21,6 x 1,2
Oplagsdato:
30 apr 2025
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