Chaos in Real Data pdf epub mobi txt 电子书 下载 2025
- 数据科学
- 统计学
- 机器学习
- 数据分析
- 复杂系统
- 非线性动力学
- 时间序列分析
- 异常检测
- 数据建模
- 混沌理论
具体描述
Chaos in Real Data studies the range of data analytic techniques available to study nonlinear population dynamics for ecological time series. Several case studies are studied using typically short and noisy population data from field and laboratory. A range of modern approaches, such as response surface methodology and mechanistic mathematical modelling, are applied to several case studies. Experts honestly appraise how well these methods have performed on their data. The accessible style of the book ensures its readability for non-quantitative biologists. The data remain available, as benchmarks for future study, on the worldwide web.
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