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標題: Titlebook: Neural Networks and the Financial Markets; Predicting, Combinin Jimmy Shadbolt,John G. Taylor Book 2002 Springer-Verlag London 2002 Arbitra [打印本頁]

作者: 轉(zhuǎn)變    時間: 2025-3-21 18:29
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作者: 忘恩負義的人    時間: 2025-3-21 23:39

作者: 極肥胖    時間: 2025-3-22 01:11
Neural Networksprogramming in the required responses of the network to inputs from the environment. This feature is very important, since a neural network can thereby be trained to give a desired response to a set of inputs even though there are no explicit rules for this response to be achieved.
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Input Selection the limitations in the method described below. We also note that before we get to this stage we will have been through a data reduction stage using, for example, the PCA techniques described earlier.
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作者: Incise    時間: 2025-3-23 06:10
Vector Machines inner product is reduced to the evaluation of a suitable kernel at the two original data values: .. The non-linear mapping: . → φ(.) leads to an extension of non-linear regression by this higher dimensional embedding method.
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作者: 并排上下    時間: 2025-3-23 15:23
Introduction to the Financial Markets get a better view of how some asset values will change? Even more preliminarily, what do these quantities such as “yield curve” and “basis points” mean for investors and those, like ourselves, who are trying to project the values of certain financial assets? If we can get a better view of asset val
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作者: flaggy    時間: 2025-3-24 03:11
General Form of Models of Financial Marketse time step in the future, . + 1, will have the form .where the time series vectors .. are economic variables evaluated at earlier times t, t ? 1, t ? 2,…, t ? 23 (where our cut-off at 24 lags is somewhat arbitrary but cannot be expected to be larger with any assurance). In this chapter we will disc
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作者: Irritate    時間: 2025-3-24 12:20
Linear Models returns from the random walk model would provide a theoretical basis for a more general form for the expectations of asset returns. Under this assumption the na?ve estimate, based purely on statistics of historical data, is replaced by a general estimate conditioned on the most recent past returns
作者: 異端邪說下    時間: 2025-3-24 18:06
Input Selectionchniques, especially neural networks, can only use a limited number of inputs because of the parameterisation of the model and the limited number of data points available. We note that a number of techniques (e.g. adaptive lag and linear RVM) have their own selection techniques, and so avoid some of
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作者: 設施    時間: 2025-3-25 14:23
Bayesian Methods and Evidencetuitive and flexible framework for dealing with many different possible hypotheses, even in situations when data is scarce. As a consequence, Bayesian methods have enjoyed a much wider following in this subject area than they perhaps have in the wider statistical community. Since Bayesian thinking i
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作者: Insufficient    時間: 2025-3-25 20:10
lectron theory, and both quantum and fractional quantum Hall.This book provides the basis for a two-semester graduate course on solid-state physics. The first half presents all the knowledge necessary for a one-semester survey of solid-state physics, but in greater depth than most introductory solid
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作者: 憤怒事實    時間: 2025-3-26 07:42
John G. Taylork for graduate and postgraduate students of physics, materiaThe book has been designed as a textbook for graduate and postgraduate students of physics, material science, and engineering. This is the third edition of the textbook, that is updated to reflect recent works in the field. In this edition,
作者: Precursor    時間: 2025-3-26 09:04

作者: 洞穴    時間: 2025-3-26 14:52
Sebastian Larsson PhDble to students and newcomers.Includes supplementary materiaQuantum mechanics is the set of laws of physics which, to the best of our knowledge, provides a complete account of the microworld. One of its chap- ters, quantum electrodynamics (QED), is able to account for the quantal phenomena of releva
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作者: 精美食品    時間: 2025-3-27 01:59

作者: Introduction    時間: 2025-3-27 09:19

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作者: 弓箭    時間: 2025-3-27 15:59

作者: 里程碑    時間: 2025-3-27 19:13

作者: NUDGE    時間: 2025-3-27 22:46
https://doi.org/10.1007/978-1-4471-0151-2Arbitrage; Bond prediction; Bonds; Equity index prediction; Finance; Financial markets; Neural networks; Po
作者: 含糊    時間: 2025-3-28 02:45
Jimmy Shadbolt,John G. TaylorProvides the most up-to-date overview of information processing techniques as applied to cutting-edge financial problems.Includes supplementary material:
作者: 芳香一點    時間: 2025-3-28 09:49
978-1-85233-531-1Springer-Verlag London 2002
作者: Anthropoid    時間: 2025-3-28 10:57

作者: jettison    時間: 2025-3-28 17:39
1431-6854 Overview: Provides the most up-to-date overview of information processing techniques as applied to cutting-edge financial problems.Includes supplementary material: 978-1-85233-531-1978-1-4471-0151-2Series ISSN 1431-6854
作者: Immobilize    時間: 2025-3-28 21:18
lems reviewing key concepts and calculations. The updated exercises and solutions enable students to become familiar with contemporary research activities, such as the electronic properties of massless fermions in graphene and topological insulators..978-3-319-73998-4978-3-319-73999-1Series ISSN 2198-7882 Series E-ISSN 2198-7890
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作者: PLIC    時間: 2025-3-29 04:27
John G. Taylortant volume . and the specific heat at constant pressure .. According to (2-2), the former is given by .Theoretically speaking, this is the most interesting quantity, as it is obtained immediately from the energy of the system; most of the following discussions will therefore refer to .. From the ex
作者: admission    時間: 2025-3-29 09:42

作者: VALID    時間: 2025-3-29 13:36
Jimmy Shadboltrn, induces a change in the density itself. Therefore, to describe these electron ‘vibrations’ we must require self-consistency between the variations of the density and those of the effective potential. In this way, a time dependent theory can be obtained starting, e.g., from Hartree, Hartree—Fock
作者: 過剩    時間: 2025-3-29 16:30
Neville Towers PhDly those with the Fermi energy within narrow bands deriving from . electrons, exhibit properties which cannot be understood within the single-particle band structure. Among those are besides the magnetic properties (Chap. 6), the insulating behavior of some transition metal oxides, and the heavy fer
作者: 高度贊揚    時間: 2025-3-29 22:21
Jimmy Shadbolt,John G. Taylor order can be ferromagnetic, anti-ferromagnetic, ferrimagnetic, or anti-ferrimagnetic [151]. Most standard textbooks on Solid State Theory contain a chapter on spin waves or magnons and magnetic properties, but there are also special review articles [152,153] and monographs [106,154–160] on these to
作者: Contend    時間: 2025-3-30 00:58
John G. Taylorrcises toreinforce the concepts, and problems have been added at the end of each chapter. The detailed coverage and pedagogical tools make this an ideal textbook for students and researchers enrolled in graduat978-3-030-96019-3978-3-030-96017-9
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作者: 用樹皮    時間: 2025-3-30 10:12
Univariate and Multivariate Time Series Predictionsa required may, however, be difficult to obtain or may be of the wrong periodicity. This can happen for economic data in particular, such as overall assessors of the economy of a country, like its GDP, which may only be available quarterly. Thus an alternative is to use only the actual or target ser
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作者: CUR    時間: 2025-3-31 04:34
Background and Research Challenges for Fog Data Analytics and IoTon and computation between Edge, Fog, and Cloud layers. The relevance of customization of grounds of comparison for the implementation in different fields warrants a generalization of the judgement criteria i.e., there is no single ideal approach for implementation and thus standardizing the archite
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R. Schlichtig,J. V. Snyder,M. R. Pinskyse questions, we have created a detailed and comparable set of data for each of China’s ethnic groups...This book presents, in an easy-to-use format, a broad collection of social and economic indicators on Chin978-3-030-49026-3978-3-030-49024-9
作者: dagger    時間: 2025-3-31 10:52
Isomerisation and Specific Deuteriation,Thus the mechanism of hydrogenation contains the possibility of alkene isomerisation since it is also evident that the reverse process of elimination of L.MH from the metal alkyl (2) may involve either hydrogen H., leading back to the parent alkene (1), or H. yielding an isomerised alkene.
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作者: Nonthreatening    時間: 2025-3-31 17:36
a broad range of operating conditions with minimal vibratio“Machine Tool Vibrations and Cutting Dynamics” covers the fundamentals of cutting dynamics from the perspective of discontinuous systems theory. It shows the reader how to use coupling, interaction, and different cutting states to mitigate




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