Big data and machine learning in quantitative investment:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Chichester
Wiley
[2019]
|
| Schriftenreihe: | Wiley finance series
|
| Schlagworte: | |
| Online-Zugang: | Cover Inhaltsverzeichnis Buchcover |
| Beschreibung: | Enthält: Literaturangaben |
| Beschreibung: | vi, 285 Seiten Diagramme |
| ISBN: | 9781119522195 |
Internformat
MARC
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
CHAPTER 1
Do Algorithms Dream About Artificial Alphas? 1
By Michael Kollo
CHAPTER 2
Taming Big Data 13
By Rado Lipus and Daryl Smith
CHAPTER 3
State of Machine Learning Applications in Investment Management 33
By Ekaterina Sirotyuk
CHAPTER 4
Implementing Alternative Data in an Investment Process 51
By Vinesh Jha
CHAPTER 5
Using Alternative and Big Data to Trade Macro Assets 75
By Saeed Amen and Iain Clark
CHAPTER 6
Big Is Beautiful: How Email Receipt Data Can Help Predict Company Sales 95
By Giuliano De Rossi, Jakub Kolodziej and Gurvinder Brar
CHAPTER 7
Ensemble Learning Applied to Quant Equity: Gradient Boosting in a Multifactor
Framework 129
By Tony Guida and Guillaume Coqueret
CHAPTER 8
A Social Media Analysis of Corporate Culture 149
By Andy Moniz
V
Vi CONTENTS
CHAPTER 9
Machine Learning and Event Detection for Trading Energy Futures 169
By Peter Hafez and Francesco Lantizi
CHAPTER 10
Natural Language Processing of Financial News 185
By M. Berkan Sesen, Yazann Romahi and Victor Li
CHAPTER It
Support Vector Machine-Rased Global Tactical Asset Allocation 211
By Joel Guglietta
CHAPTER 12
Reinforcement Learning in Finance 225
By Gordon Ritter
CHAPTER 13
Deep Learning in Finance: Prediction of Stock Returns with Long Short-Term
Memory Networks 251
By Miquel N. Alonso, Gilberto Batres-Estrada and Aymeric Moulin
Biography
279
|
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| bvnumber | BV045514561 |
| classification_rvk | QK 800 |
| ctrlnum | (OCoLC)1091670354 (DE-599)BSZ518527271 |
| discipline | Wirtschaftswissenschaften |
| format | Book |
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| spelling | Guida, Tony edt aut Big data and machine learning in quantitative investment Tony Guida Chichester Wiley [2019] vi, 285 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Wiley finance series Enthält: Literaturangaben Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Portfoliomanagement (DE-588)4115601-8 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf Kapitalanlage (DE-588)4073213-7 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Big Data (DE-588)4802620-7 s Datenanalyse (DE-588)4123037-1 s Kapitalanlage (DE-588)4073213-7 s Portfoliomanagement (DE-588)4115601-8 s Maschinelles Lernen (DE-588)4193754-5 s b DE-604 Erscheint auch als Online-Ausgabe, EPUB 978-1-119-52221-8 Erscheint auch als Online-Ausgabe, Obook 978-1-119-52222-5 Erscheint auch als Online-Ausgabe, PDF 978-1-119-52208-9 V:DE-576;X:Wiley image/jpeg http://swbplus.bsz-bw.de/bsz518527271cov.htm 20190312145225 Cover Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030898990&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030898990&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Buchcover |
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| title | Big data and machine learning in quantitative investment |
| title_auth | Big data and machine learning in quantitative investment |
| title_exact_search | Big data and machine learning in quantitative investment |
| title_full | Big data and machine learning in quantitative investment Tony Guida |
| title_fullStr | Big data and machine learning in quantitative investment Tony Guida |
| title_full_unstemmed | Big data and machine learning in quantitative investment Tony Guida |
| title_short | Big data and machine learning in quantitative investment |
| title_sort | big data and machine learning in quantitative investment |
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| topic_facet | Maschinelles Lernen Datenanalyse Portfoliomanagement Big Data Kapitalanlage Aufsatzsammlung |
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