Concepedia

Nonlinear Time-series Analysis

Nonlinear Time-Series Analysis is a methodological framework within time-series analysis that specifically addresses the modeling, detection, and prediction of dynamic processes governed by nonlinear deterministic or stochastic mechanisms, distinguishing it from linear approaches by its capacity to capture regime shifts, feedback loops, and complex dependencies inherent in nonlinear systems.

1.4K

Publications

113.4K

Citations

3.1K

Authors

1.3K

Institutions

Publications per year

2017–2026

276

Parents

Publications

1.4K

Permutation Entropy: A Natural Complexity Measure for Time Series

Christoph Bandt, Bernd Pompe · Physical Review Letters · 2002 · 4.8K citations

, , +16

Testing for nonlinearity in time series: the method of surrogate data

James Theiler, Stephen Eubank, André Longtin et al. · Physica D Nonlinear Phenomena · 1992 · 3.8K citations

, , +9

Nonlinear Time Series Analysis

Technometrics · 2005 · 2.1K citations

, , +11

Predicting chaotic time series

J. Doyne Farmer, John J. Sidorowich · Physical Review Letters · 1987 · 1.9K citations

, , +17

Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series

George Sugihara, Robert M. May · Nature · 1990 · 1.9K citations

, , +13

1–5 of 1.4K

Authors

3.1K

  1. JK
    Jürgen Kurths

    Potsdam Institute for Climate Impact Research, Germany

    13 publications · 1.6K citations

    13

    h-index

  2. TS
    Thomas Schreiber

    University of Wuppertal, Germany

    13 publications · 4.4K citations

    13

    h-index

  3. RS
    Ruey S. Tsay

    University of Chicago, United States

    13 publications · 2.5K citations

    12

    h-index

  4. MS
    Michael Small

    The University of Western Australia, Australia

    12 publications · 845 citations

    11

    h-index

  5. NM
    Norbert Marwan

    Potsdam Institute for Climate Impact Research, Germany

    11 publications · 2.1K citations

    11

    h-index

1–5 of 3.1K

Institutions

1.3K

  1. University of California San Diego

    San Diego, United States

    22 h-index

    47 publications

    8.2K citations

  2. Potsdam Institute for Climate Impact Research

    Potsdam, Germany

    17 h-index

    64 publications

    11.7K citations

  3. The University of Tokyo

    Tokyo, Japan

    16 h-index

    51 publications

    2.3K citations

  4. University of Chicago

    Chicago, United States

    15 h-index

    28 publications

    2.6K citations

  5. Scripps Institution of Oceanography

    La Jolla, United States

    14 h-index

    22 publications

    4.1K citations

  6. Humboldt-Universität zu Berlin

    Berlin, Germany

    14 h-index

    25 publications

    4.2K citations

  7. Beijing Jiaotong University

    Beijing, China

    14 h-index

    36 publications

    957 citations

  8. University of Bonn

    Bonn, Germany

    13 h-index

    32 publications

    3.1K citations

1–8 of 1.3K

Venues

  1. 32

    h-index

  2. Journal of the American Statistical Association

    29 publications · 4.4K citations

    27

    h-index

  3. Physical Review E

    PRE · 29 publications · 2.4K citations

    20

    h-index

  4. 19

    h-index

  5. International Journal of Bifurcation and Chaos

    IJBC · 30 publications · 2K citations

    19

    h-index

1–5