Using Time Series to Analyze Long-Range Fractal Patterns paperback english - 12-10-20
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| Publisher | SAGE Publications, Inc |
| ISBN 13 | 9781544361420 |
| ISBN 10 | 1544361424 |
| Book Subtitle | Quantitative Applications in the Social Sciences |
| Book Description | Using Time Series to Analyse Long Range Fractal Patterns presents methods for describing and analysing 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 Matthias 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. |
| What's In The Box | Book |
| Language | English |
| Author | Matthijs Koopmans |
| Edition Number | First |
| Publication Date | 12-10-20 |
| Number of Pages | 122 |
Using Time Series to Analyze Long-Range Fractal Patterns paperback english - 12-10-20
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