Nonlinear modeling and forecasting: proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Redwood City, Calif. [u.a.]
Addison-Wesley
1992
|
| Schriftenreihe: | Santa Fe Institute: Santa Fe Institute Studies in the Sciences of Complexity / Proceedings
12 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIII, 533 Seiten graph. Darst. |
| ISBN: | 0201587882 0201527642 |
Internformat
MARC
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| 245 | 1 | 0 | |a Nonlinear modeling and forecasting |b proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico |c edited by Martin Casdagli ... |
| 264 | 1 | |a Redwood City, Calif. [u.a.] |b Addison-Wesley |c 1992 | |
| 300 | |a XXIII, 533 Seiten |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Santa Fe Institute: Santa Fe Institute Studies in the Sciences of Complexity / Proceedings |v 12 | |
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Datensatz im Suchindex
| _version_ | 1804120393660760064 |
|---|---|
| adam_text | Contents
Preface
Martin Casdagli and Stephen Eubank xiii
Section
1.
Function Approximation 1
Tesselations
and Dynamical
Systems
Alistair
I. Mees
3
Supervised Learning: A Theoretical Framework
Sara A. Solla
25
Prediction of Chaotic Time Series using CNLS-Net-
Example: The Mackey-Glass Equation
W.
С
Mead, R. D. Jones, Y. C. Lee,
С
W.
Barnes,
G.
W.
Flake,
L. A. Lee, and M. K. O Rourke
39
Forecasting with Weighted Maps
L. Stokbro and D. K. Umberger
73
Multivariate Function and Operator Estimation, Based on
Smoothing Splines and Reproducing Kernels
Grace Wahba
95
Section
Ζ
Statistics
113
Optimal Estimation of Fractal Dimension
Richard L. Smith
115
Diagnostic Testing for Nonlinearity, Chaos, and General
Dependence in Time-Series Data
W. A. Brock and
S. M.
Potter
137
Nonlinear Modeling and Forecasting, SR Studies in the Sciences of Complexity,
Proc.
Vol.
XII,
Eds. M. Casdagli
&
S. Eubank, Addtson-Westey,
1992
ХХІ
XXii
Contents
Using
Surrogate Data
to Detect
Nonlinearity in Time
Series
James Theiler,
Bryan
Galdrikian,
André
Longtin,
Stephen Eubank, and J. Doyne Farmer 163
Experiments in
Modeling Nonlinear Relationships Between
Time Series
Clive
W. J.
Granger and
Timo
Terăsvirta
189
Analysis of Nonlinear Time Series (and Chaos) by Bispec-
tral Methods
T. Subba
Rao
199
Sections. Dynamical Systems
227
Local and Global Lyapunov Exponents on a Strange
Attractor
Henry D. I. Abarbanel
229
Local Forecasting of High-Dimensional Chaotic Dynamics
Thomas P. Meyer and Norman H. Packard
249
A Dynamical Systems Approach to Modeling Input-Output
Systems
Martin Casdagli
265
Identification and Filtering of Nonlinear Systems Using
Canonical
Variate
Analysis
Wallace E. Larimore
283
Forecasting Probabilities with Neural Networks
Aviv Bergman, Peter
Grassberger,
and Thomas P. Meyer
305
Semantics and Thermodynamics
James P. Crutchfield
317
Use of Recurrence Plots in the Analysis of Time-Series
Data
Matthew Koebbe and Gottfried Mayer-Kress
361
Section^ Applications
379
Nonlinear Forecasts for the S&P Stock Index
Blake LtBaron
381
Contents XXÜi
Predicting
Sunspots and Exchange Rates
with Connection-
ist Networks
Andreas S. Weigend,
Bernardo
Α.
Huberman, and
David E. Rumtlhart 395
Nonlinear Prediction of
Speech Signals
Brent Townshend
433
Application
of Nonlinear Prediction to
Signal Separation
William W. Taylor 455
Application
of Nonlinear Time-Series
Models
to Driven
Systems
Norman F.
Hunter, Jr.
467
Periodic Saddle
Orbits in
Experimental
Strange
Attractors
Daniel P. Lathrop and Eric J. Kostelich 493
Memory-Based Approaches to Approximating Continuous
Functions
Christopher G. Atkeson
521
Index
523
|
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| building | Verbundindex |
| bvnumber | BV006162915 |
| classification_rvk | QH 237 SD 1991 |
| classification_tum | MAT 634f PHY 015f |
| ctrlnum | (OCoLC)440581167 (DE-599)BVBBV006162915 |
| discipline | Physik Mathematik Wirtschaftswissenschaften |
| format | Conference Proceeding Book |
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| genre_facet | Konferenzschrift 1991 Santa Fe NM |
| id | DE-604.BV006162915 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T16:41:23Z |
| institution | BVB |
| institution_GND | (DE-588)5068873-X |
| isbn | 0201587882 0201527642 |
| language | English |
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| physical | XXIII, 533 Seiten graph. Darst. |
| publishDate | 1992 |
| publishDateSearch | 1992 |
| publishDateSort | 1992 |
| publisher | Addison-Wesley |
| record_format | marc |
| series2 | Santa Fe Institute: Santa Fe Institute Studies in the Sciences of Complexity / Proceedings |
| spelling | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico edited by Martin Casdagli ... Redwood City, Calif. [u.a.] Addison-Wesley 1992 XXIII, 533 Seiten graph. Darst. txt rdacontent n rdamedia nc rdacarrier Santa Fe Institute: Santa Fe Institute Studies in the Sciences of Complexity / Proceedings 12 Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 gnd rswk-swf Prognosemodell (DE-588)4125215-9 gnd rswk-swf Prognoseverfahren (DE-588)4358095-6 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1991 Santa Fe NM gnd-content Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 s DE-604 Prognosemodell (DE-588)4125215-9 s 1\p DE-604 Prognoseverfahren (DE-588)4358095-6 s 2\p DE-604 Casdagli, Martin edt Workshop on Nonlinear Modeling and Forecasting 1990 Santa Fe, NM Sonstige (DE-588)5068873-X oth Proceedings Santa Fe Institute: Santa Fe Institute Studies in the Sciences of Complexity 12 (DE-604)BV000831236 12 Digitalisierung TU Muenchen application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003899645&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 gnd Prognosemodell (DE-588)4125215-9 gnd Prognoseverfahren (DE-588)4358095-6 gnd |
| subject_GND | (DE-588)4276267-4 (DE-588)4125215-9 (DE-588)4358095-6 (DE-588)1071861417 |
| title | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico |
| title_auth | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico |
| title_exact_search | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico |
| title_full | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico edited by Martin Casdagli ... |
| title_fullStr | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico edited by Martin Casdagli ... |
| title_full_unstemmed | Nonlinear modeling and forecasting proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico edited by Martin Casdagli ... |
| title_short | Nonlinear modeling and forecasting |
| title_sort | nonlinear modeling and forecasting proceedings of the workshop on nonlinear modeling and forecasting held september 1990 in santa fe new mexico |
| title_sub | proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990 in Santa Fe, New Mexico |
| topic | Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 gnd Prognosemodell (DE-588)4125215-9 gnd Prognoseverfahren (DE-588)4358095-6 gnd |
| topic_facet | Nichtlineare Zeitreihenanalyse Prognosemodell Prognoseverfahren Konferenzschrift 1991 Santa Fe NM |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=003899645&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000831236 |
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