Python for finance

Python for finance

by Hilpisch, Yves J.

Type Book
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The financial industry has adopted Python at a tremendous rate recently, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. This hands-on guide helps both developers and quantitative analysts get started with Python, and guides you through the most important aspects of using Python for quantitative finance.--

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Title Statements

  • Full title :Python for finance / Yves Hilpisch.

Summary

The financial industry has adopted Python at a tremendous rate recently, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. This hands-on guide helps both developers and quantitative analysts get started with Python, and guides you through the most important aspects of using Python for quantitative finance.--

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Edition Statements

  • Publication Date:2015.
  • Edition:First edition

Publication Statements

  • Publisher(s):O'Reilly Media
  • Place of Publication:Sebastopol, CA
  • Language:eng
  • Publication Date:2015.

Notes

"Analyze Big Financial Data"--Cover.

The Physical Object

  • Description:xv, 586 pages : : illustrations ; : 24 cm

Edition Identifiers

  • ISBN:9781491945285, 1491945281
  • oclc:ocn880566705
  • LC Classification:HG176.5
  • Dewey Decimal:005.13/3

Table of Contents

Preface -- Part I. Python and finance. Why Python for finance? ; Infrastructure and tools ; Introductory examples -- Part II. Financial analytics and development. Data types and structures ; Data visualization ; Financial time series ; Input/output operations ; Performance Python ; Mathematical tools ; Stochastics ; Statistics ; Excel integration ; Object orientation and graphical user interfaces ; Web integration -- Part III. Derivatives analytics library. Valuation framework ; Simulation of financial models ; Derivatives valuation ; Portfolio valuation ; Volatility options -- A. Selected best practices -- B. Call option class -- C. Dates and times.

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Subjects

Finance -- Statistical methods Finances -- Méthodes statistiques Financial engineering -- Data processing Finanzanalyse Ingénierie financière -- Informatique Programming languages (Electronic compu… Python Python (Computer program language) Python (Langage de programmation) Wirtschaftsinformatik

Writers

Hilpisch, Yves J.

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