Semantic Scholar Open Access 1998 1598 sitasi

Practical implementation of nonlinear time series methods: The TISEAN package.

R. Hegger H. Kantz T. Schreiber

Abstrak

We describe the implementation of methods of nonlinear time series analysis which are based on the paradigm of deterministic chaos. A variety of algorithms for data representation, prediction, noise reduction, dimension and Lyapunov estimation, and nonlinearity testing are discussed with particular emphasis on issues of implementation and choice of parameters. Computer programs that implement the resulting strategies are publicly available as the TISEAN software package. The use of each algorithm will be illustrated with a typical application. As to the theoretical background, we will essentially give pointers to the literature. (c) 1999 American Institute of Physics.

Topik & Kata Kunci

Physics Computer Science Medicine

Penulis (3)

R. Hegger

H. Kantz

T. Schreiber

Format Sitasi

APA MLA BibTeX

Hegger, R., Kantz, H., Schreiber, T. (1998). Practical implementation of nonlinear time series methods: The TISEAN package.. https://doi.org/10.1063/1.166424

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Informasi Jurnal

Tahun Terbit: 1998
Bahasa: en
Total Sitasi: 1598×
Sumber Database: Semantic Scholar
DOI: 10.1063/1.166424
Akses: Open Access ✓