吐血干货 | 量化、算法、机器学习交易书单完整目录

2019-05-14 18:21:29 浏览数 (1)

这是一个很长的书单(100本 )

“You wont become an algorithmic genius savant extraordinaire philanthropist billionaire overnight.”

如果你全身心投入,你就会离实现财务自由的梦想越来越近。

有些书的内容是重叠的,所以你应该自己研究哪些书更适合你的思维方式和当前的技能。

由以下几类构成:

  • 一般阅读
  • 轻松阅读
  • 编程
  • 数学
  • 经济学与金融学
  • 技术类与时间序列分析
  • 其他
  • 衍生品

基础

轻松阅读

编程-机器学习

特别是Python、R和C 。

数学-统计与概率、随机过程等

经济学和金融学

技术和时间序列分析

其他

  • Security Analysis by Benjamin Graham, David Dodd, Warren Buffett
  • The (Mis)Behavior of Markets by Benoît B. Mandelbrot, Richard L.
  • Damodaran on Valuation by Damodaran Aswath
  • Models Behaving Badly by Emanuel Derman
  • Trading Systems by Emilio Tomasini
  • Business Cycles and Equilibrium by Fischer Black
  • Dual Momentum Investing by Gary Antonacci
  • The Problem with HFT by Haim Bodek
  • The Econometrics of Financial Markets by John Y., Wen-C. Lo, Archie C.
  • Building Winning Algorithmic Trading Systems by Kevin Davey
  • Trading and Exchanges by Larry Harris
  • Martingale Methods in Financial Modelling by Marek M., Marek R.
  • Dynamic Hedging: Managing Vanilla and Exotic Options by Nassim N.
  • Financial Modelling With Jump Processes by Rama C. & Peter T.
  • The Evaluation and Optimization of Trading Strategies by Robert P.
  • Fundamentals of Corporate Finance by Stephen A., Randolph W & more
  • Arbitrage Theory in Continuous Time by Tomas Björk
  • Trade Your Way to Financial Freedom by Van K. Tharp

衍生品

Equity derivatives
  • The Volatility Surface by Jim Gatheral
  • Stochastic Volatility Modeling by Lorenzo Bergomi
  • Equity Hybrid Derivatives by Marcus Overhaus et al.
FX derivatives
  • FX Options and Smile Risk by Antonio Castagna
  • Foreign Exchange Option Pricing by Iain J. Clark FX
  • FX Options and Structured Products by Uwe Wystup
Commodity derivatives
  • Energy and Power Risk Management by Alexander E.
  • Commodities and Commodity Derivatives by Helyette Geman
  • Commodity Option Pricing by Iain J. Clark
Interest rate derivatives
  • Interest Rate Models — Theory and Practice by Damiano B. & Fabio M.
  • Pricing and Trading Interest Rate Derivatives by J. H. M. Darbyshire
  • Interest Rate Modeling I, II & III by Leif Andersen & Vladimir Piterbarg
  • Interest Rate Option Models by Rebonato
Credit derivatives
  • Modelling Single-name and Multi-name Credit Derivatives by Dominic
  • Credit Risk — Modeling, Valuation & Hedging by Tomasz R. & Marek R.

XVA

  • XVA: Credit, Funding and Capital Valuation Adjustments by Andrew G.
  • Counterparty Credit Risk, Collateral and Funding by Damiano Brigo

—End—

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