標(biāo)題: Titlebook: Machine Learning in Finance; From Theory to Pract Matthew F. Dixon,Igor Halperin,Paul Bilokon Textbook 2020 Springer Nature Switzerland AG [打印本頁] 作者: Tamoxifen 時間: 2025-3-21 19:07
書目名稱Machine Learning in Finance影響因子(影響力)
書目名稱Machine Learning in Finance影響因子(影響力)學(xué)科排名
書目名稱Machine Learning in Finance網(wǎng)絡(luò)公開度
書目名稱Machine Learning in Finance網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Machine Learning in Finance被引頻次
書目名稱Machine Learning in Finance被引頻次學(xué)科排名
書目名稱Machine Learning in Finance年度引用
書目名稱Machine Learning in Finance年度引用學(xué)科排名
書目名稱Machine Learning in Finance讀者反饋
書目名稱Machine Learning in Finance讀者反饋學(xué)科排名
作者: scrutiny 時間: 2025-3-21 21:07 作者: Palate 時間: 2025-3-22 04:27 作者: 怎樣才咆哮 時間: 2025-3-22 05:02
Textbook 2020al disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financial data modeling and decision making. With the trend towards increasing computational resources a作者: Anthology 時間: 2025-3-22 09:40 作者: Desert 時間: 2025-3-22 15:18 作者: MINT 時間: 2025-3-22 18:48 作者: 手榴彈 時間: 2025-3-22 21:15 作者: Forage飼料 時間: 2025-3-23 03:23 作者: 微枝末節(jié) 時間: 2025-3-23 05:44
Bayesian Regression and Gaussian Processesrning methods—specifically Gaussian process regression, an important class of Bayesian machine learning methods—and demonstrate their application to “surrogate” models of derivative prices. This chapter also provides a natural starting point from which to develop intuition for the role and functiona作者: 宣誓書 時間: 2025-3-23 12:53
Feedforward Neural Networksand statistical learning concepts and explaining how they relate to real-world examples in trading, risk management, and investment management. These applications present challenges for forecasting and model design and are presented as a reoccurring theme throughout the book. This chapter moves towa作者: 不能和解 時間: 2025-3-23 14:28
Interpretabilitytes techniques for interpreting a feedforward network, including how to rank the importance of the features. An example demonstrating how to apply interpretability analysis to deep learning models for factor modeling is also presented.作者: delusion 時間: 2025-3-23 19:27 作者: 細(xì)胞 時間: 2025-3-23 22:37
Probabilistic Sequence Modelingations of the frequentist models in the previous chapters. The fitting procedure demonstrated is also different—the use of Kalman filtering algorithms for state-space models rather than maximum likelihood estimation or Bayesian inference. Simple examples of hidden Markov models and particle filters 作者: BAN 時間: 2025-3-24 03:55
Advanced Neural Networks in financial econometrics. Recurrent neural networks (RNNs) are presented as non-linear time series models and generalize classical linear time series models such as .(.). They provide a powerful approach for prediction in financial time series and generalize to non-stationary data. This chapter al作者: trigger 時間: 2025-3-24 08:28
Introduction to Reinforcement Learningforcement learning and other approximate methods for solving MDPs. After describing Bellman optimality and iterative value and policy updates before moving to Q-learning, the chapter quickly advances towards a more engineering style exposition of the topic, covering key computational concepts such a作者: 進(jìn)入 時間: 2025-3-24 10:43 作者: diathermy 時間: 2025-3-24 18:50 作者: Terrace 時間: 2025-3-24 20:17
Frontiers of Machine Learning and Financewe focus here on two broad themes. The first one deals with unification of supervised learning and reinforcement learning as two tasks of perception-action cycles of agents. We outline some recent research ideas in the literature including, in particular, information theory-based versions of reinfor作者: shrill 時間: 2025-3-25 01:25
This class-tested text examines each of these parameters in crucial depth and makes the argument that life forms we would recognize may be more common in our solar system than many assume. It also considers, however, exotic forms of life that would not have to rely on carbon as basic chemical eleme作者: Callus 時間: 2025-3-25 03:18 作者: 方舟 時間: 2025-3-25 09:57
Matthew F. Dixon,Igor Halperin,Paul Bilokonrd to habitability and the potential presence of life. Here, we suggest a first attempt of a dynamic scheme for classification based on our current understanding of parameters that are consistent and beneficial for the presence of life. These parameters include the presence of (1) a terrestrial plan作者: 銼屑 時間: 2025-3-25 14:04
Matthew F. Dixon,Igor Halperin,Paul Bilokonns, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable.?The United Nations has acknowledged the problem?and approved the “2030 Agenda for Sustainable Development”. On 1st January 2作者: 制定 時間: 2025-3-25 16:11
Matthew F. Dixon,Igor Halperin,Paul Bilokonns, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable.?The United Nations has acknowledged the problem?and approved the “2030 Agenda for Sustainable Development”. On 1st January 2作者: troponins 時間: 2025-3-25 21:57
Matthew F. Dixon,Igor Halperin,Paul Bilokonns, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable.?The United Nations has acknowledged the problem?and approved the “2030 Agenda for Sustainable Development”. On 1st January 2作者: Ige326 時間: 2025-3-26 03:41 作者: 本土 時間: 2025-3-26 06:16
sustainably manage forests, combat desertification, and halt.The problems related to the process of industrialisation such as biodiversity depletion, climate change and a worsening of health and living conditions, especially but not only in developing countries, intensify. Therefore, there is an inc作者: 表否定 時間: 2025-3-26 10:58 作者: 牽連 時間: 2025-3-26 13:16
Matthew F. Dixon,Igor Halperin,Paul Bilokonsustainably manage forests, combat desertification, and halt.The problems related to the process of industrialisation such as biodiversity depletion, climate change and a worsening of health and living conditions, especially but not only in developing countries, intensify. Therefore, there is an inc作者: 細(xì)胞 時間: 2025-3-26 16:49 作者: Detoxification 時間: 2025-3-27 00:55 作者: Colonoscopy 時間: 2025-3-27 01:26
Matthew F. Dixon,Igor Halperin,Paul Bilokonns, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable.?The United Nations has acknowledged the problem?and approved the “2030 Agenda for Sustainable Development”. On 1st January 2作者: omnibus 時間: 2025-3-27 07:09 作者: Confess 時間: 2025-3-27 12:18
Matthew F. Dixon,Igor Halperin,Paul Bilokonns, especially but not only in developing countries, intensify. Therefore, there is an increasing need to search for integrated solutions to make development more sustainable.?The United Nations has acknowledged the problem?and approved the “2030 Agenda for Sustainable Development”. On 1st January 2作者: Fortuitous 時間: 2025-3-27 17:14 作者: HAIL 時間: 2025-3-27 21:45
sustainably manage forests, combat desertification, and halt.The problems related to the process of industrialisation such as biodiversity depletion, climate change and a worsening of health and living conditions, especially but not only in developing countries, intensify. Therefore, there is an inc作者: BLAZE 時間: 2025-3-28 00:03 作者: 輕信 時間: 2025-3-28 05:10 作者: 清楚 時間: 2025-3-28 07:34
Matthew F. Dixon,Igor Halperin,Paul Bilokon value and the very bias introduced by the limitations of the detection methods. However, in order to account for the assumptions and limitations of this method, the HI index is an open scheme that can be updated as technology and our knowledge about habitable planets advances.作者: Nonconformist 時間: 2025-3-28 10:48
Matthew F. Dixon,Igor Halperin,Paul Bilokontect, restore and promote sustainable use of terrestrial?ecosystems, sustainably manage forests, combat desertification,?and halt and reverse land degradation and halt biodiversity loss." and contains the description of a range of terms, which allow a better understanding and foster knowledge..Concr作者: squander 時間: 2025-3-28 14:59
Matthew F. Dixon,Igor Halperin,Paul Bilokontect, restore and promote sustainable use of terrestrial?ecosystems, sustainably manage forests, combat desertification,?and halt and reverse land degradation and halt biodiversity loss." and contains the description of a range of terms, which allow a better understanding and foster knowledge..Concr作者: 我怕被刺穿 時間: 2025-3-28 22:42
Matthew F. Dixon,Igor Halperin,Paul Bilokontect, restore and promote sustainable use of terrestrial?ecosystems, sustainably manage forests, combat desertification,?and halt and reverse land degradation and halt biodiversity loss." and contains the description of a range of terms, which allow a better understanding and foster knowledge..Concr作者: angiography 時間: 2025-3-29 01:35
Matthew F. Dixon,Igor Halperin,Paul Bilokontect, restore and promote sustainable use of terrestrial?ecosystems, sustainably manage forests, combat desertification,?and halt and reverse land degradation and halt biodiversity loss." and contains the description of a range of terms, which allow a better understanding and foster knowledge..Concr作者: botany 時間: 2025-3-29 03:22 作者: 頑固 時間: 2025-3-29 08:34
Matthew F. Dixon,Igor Halperin,Paul Bilokontect, restore and promote sustainable use of terrestrial?ecosystems, sustainably manage forests, combat desertification,?and halt and reverse land degradation and halt biodiversity loss." and contains the description of a range of terms, which allow a better understanding and foster knowledge..Concr作者: 懦夫 時間: 2025-3-29 12:22 作者: modifier 時間: 2025-3-29 16:59
Matthew F. Dixon,Igor Halperin,Paul Bilokontect, restore and promote sustainable use of terrestrial?ecosystems, sustainably manage forests, combat desertification,?and halt and reverse land degradation and halt biodiversity loss." and contains the description of a range of terms, which allow a better understanding and foster knowledge..Concr作者: 比目魚 時間: 2025-3-29 23:48
Matthew F. Dixon,Igor Halperin,Paul Bilokontect, restore and promote sustainable use of terrestrial?ecosystems, sustainably manage forests, combat desertification,?and halt and reverse land degradation and halt biodiversity loss." and contains the description of a range of terms, which allow a better understanding and foster knowledge..Concr作者: 慷慨不好 時間: 2025-3-30 03:26 作者: affect 時間: 2025-3-30 07:28
Introductiondeveloped further in later chapters. This chapter also introduces reinforcement learning for finance and is followed by more in-depth case studies highlighting the design concepts and practical challenges of applying machine learning in practice.作者: 喃喃訴苦 時間: 2025-3-30 08:59
