Halcyon 发表于 2025-3-21 16:48:14
书目名称Artificial Intelligence for Financial Markets影响因子(影响力)<br> http://figure.impactfactor.cn/if/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets影响因子(影响力)学科排名<br> http://figure.impactfactor.cn/ifr/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets网络公开度<br> http://figure.impactfactor.cn/at/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets网络公开度学科排名<br> http://figure.impactfactor.cn/atr/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets被引频次<br> http://figure.impactfactor.cn/tc/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets被引频次学科排名<br> http://figure.impactfactor.cn/tcr/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets年度引用<br> http://figure.impactfactor.cn/ii/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets年度引用学科排名<br> http://figure.impactfactor.cn/iir/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets读者反馈<br> http://figure.impactfactor.cn/5y/?ISSN=BK0162369<br><br> <br><br>书目名称Artificial Intelligence for Financial Markets读者反馈学科排名<br> http://figure.impactfactor.cn/5yr/?ISSN=BK0162369<br><br> <br><br>口味 发表于 2025-3-21 20:50:56
Polymodel Theory: An Overview, how polymodels are, in several respects, a superior alternative to classical multivariate regressions estimated with OLS, Ridge and Stepwise techniques; we also present the limits of the method. Although it is a regression technique, we clarify how the polymodels framework is closer to artificial i心神不宁 发表于 2025-3-22 00:31:08
Estimation Method: The Linear Non-Linear Mixed Model,cing overfitting. We show using numerical simulations that the LNLM model is able to successfully detect patterns in noisy data, with an accuracy similar to or better than data-driven modeling alternatives. We find that our algorithm is computationally efficient, an essential characteristic for mach感染 发表于 2025-3-22 04:43:37
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Predictions of Industry Returns,ing out that the non-linearity of the link between market and industry returns is priced by market participants. It is shown to differ from other well-known industry factors, including downside beta and coskewness factors, which are entirely subsumed by the antifragility factor. A trading strategy dLVAD360 发表于 2025-3-22 16:04:51
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Conclusions,rns about the limits of Polymodel Theory have been addressed. Returning to the different applications discussed throughout the book, we outline how polymodels successfully contribute to the literature of financial market predictions, thus providing an effective artificial intelligence technique whenformula 发表于 2025-3-23 05:09:33
2662-7167 tical portfolio construction.Provides new explicit quantitatThis book introduces the novel artificial intelligence technique of polymodels and applies it to the prediction of stock returns. The idea of polymodels is to describe a system by its sensitivities to an environment, and to monitor it, imitconfide 发表于 2025-3-23 08:20:45
https://doi.org/10.1007/978-3-8349-9782-1d, and we explain how contributing to the model actually coincides with contributing to the literature. We finally develop the plan of the book, which answers each of the different points evocated about the literature of financial market prediction.