Using Time Series to Analyze Long Range Fractal Patterns is popular PDF and ePub book, written by Matthijs Koopmans in 2020-09-23, it is a fantastic choice for those who relish reading online the Social Science genre. Let's immerse ourselves in this engaging Social Science book by exploring the summary and details provided below. Remember, Using Time Series to Analyze Long Range Fractal Patterns can be Read Online from any device for your convenience.
Using Time Series to Analyze Long Range Fractal Patterns Book PDF Summary
Using Time Series to Analyze Long Range Fractal Patterns presents methods for describing and analyzing dependency and irregularity in long time series. Irregularity refers to cycles that are similar in appearance, but unlike seasonal patterns more familiar to social scientists, repeated over a time scale that is not fixed. Until now, the application of these methods has mainly involved analysis of dynamical systems outside of the social sciences, but this volume makes it possible for social scientists to explore and document fractal patterns in dynamical social systems. Author Matthijs Koopmans concentrates on two general approaches to irregularity in long time series: autoregressive fractionally integrated moving average models, and power spectral density analysis. He demonstrates the methods through two kinds of examples: simulations that illustrate the patterns that might be encountered and serve as a benchmark for interpreting patterns in real data; and secondly social science examples such a long range data on monthly unemployment figures, daily school attendance rates; daily numbers of births to teens, and weekly survey data on political orientation. Data and R-scripts to replicate the analyses are available on an accompanying website.
Detail Book of Using Time Series to Analyze Long Range Fractal Patterns PDF
- Author : Matthijs Koopmans
- Release : 23 September 2020
- Publisher : SAGE Publications
- ISBN : 9781544361437
- Genre : Social Science
- Total Page : 93 pages
- Language : English
- PDF File Size : 21,8 Mb
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