Neural networks: A review from a statistical perspective

B Cheng, DM Titterington - Statistical science, 1994 - JSTOR
This paper informs a statistical readership about Artificial Neural Networks (ANNs), points
out some of the links with statistical methodology and encourages cross-disciplinary …

Chaos in ecology: is mother nature a strange attractor?

A Hastings, CL Hom, S Ellner, P Turchin… - Annual review of ecology …, 1993 - JSTOR
We review the role of chaos and the study of chaos in ecology. We use sensitive
dependence on initial conditions as the best heuristic definition of chaos. This definition …

[图书][B] Local polynomial modelling and its applications: monographs on statistics and applied probability 66

J Fan - 2018 - taylorfrancis.com
Data-analytic approaches to regression problems, arising from many scientific disciplines
are described in this book. The aim of these nonparametric methods is to relax assumptions …

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

J Theiler, S Eubank, A Longtin, B Galdrikian… - Physica D: Nonlinear …, 1992 - Elsevier
We describe a statistical approach for identifying nonlinearity in time series. The method first
specifies some linear process as a null hypothesis, then generates surrogate data sets …

[图书][B] Fractal market analysis: applying chaos theory to investment and economics

EE Peters - 1994 - books.google.com
A leading pioneer in the field offers practical applications of this innovative science. Peters
describes complex concepts in an easy-to-follow manner for the non-mathematician. He …

[图书][B] Complex population dynamics: a theoretical/empirical synthesis (MPB-35)

P Turchin - 2013 - degruyter.com
Why do organisms become extremely abundant one year and then seem to disappear a few
years later? Why do population outbreaks in particular species happen more or less …

[图书][B] Chaos and order in the capital markets: a new view of cycles, prices, and market volatility

EE Peters - 1996 - books.google.com
The latest developments in chaos theory-from an industry expert Chaos and Order in the
Capital Markets was the first book to introduce and popularize chaos as it applies to finance …

Chaos is not rare in natural ecosystems

TL Rogers, BJ Johnson, SB Munch - Nature ecology & evolution, 2022 - nature.com
Chaotic dynamics are thought to be rare in natural populations but this may be due to
methodological and data limitations, rather than the inherent stability of ecosystems …

[图书][B] Chaos theory tamed

G Williams - 1997 - taylorfrancis.com
This text aims to bridge the gap between non-mathematical popular treatments and the
distinctly mathematical publications that non-mathematicians find so difficult to penetrate …

[图书][B] Partially linear models

W Härdle, H Liang, J Gao - 2000 - books.google.com
In the last ten years, there has been increasing interest and activity in the general area of
partially linear regression smoothing in statistics. Many methods and techniques have been …