当前位置:网站首页>Quantitative investment model -- research interpretation of high frequency trading market making model (Avellaneda & Stoikov's) & code resources
Quantitative investment model -- research interpretation of high frequency trading market making model (Avellaneda & Stoikov's) & code resources
2022-06-23 23:57:00 【Quantitative orange】
**
Write it at the front , Strong need to communicate with friends , If you are interested , And want to do something together , Please contact the blogger through my email !
**
A comprehensive guide to Avellaneda & Stoikov’s market-making strategy
AS In fact, a premise assumption of the model is not very tenable , That is to say as The strong assumption of the model , Assume that the stock has no trend , Because one of its stock price changes is consistent with sigma Of , No, drift.
Used as digital currency :
https://github.com/camandrewz/CamCapital
Resources Used:
High-frequency trading in a limit order book (Marco Avellaneda & Sasha Stoikov)
(https://people.orie.cornell.edu/sfs33/LimitOrderBook.pdf)
Optimal High-Frequency Market Making (Takahiro Fushimi, Christian Gonz ́alez Rojas, & Molly Herman)
(http://stanford.edu/class/msande448/2018/Final/Reports/gr5.pdf)
https://www.reddit.com/r/highfreqtrading
https://www.reddit.com/r/algotrading
https://docs.ftx.us
https://fix8.org
https://github.com/hello2all/gamma-ray
Gamma Ray is a high frequnecy market maker trading bot for crypto currency markets written in C++. It is able to consistantly update maker orders under 100 micro seconds.
https://github.com/im1235/ISAC
Optimal control of risk aversion in Avellaneda Stoikov high frequency market making model with Soft Actor Critic reinforcement learning
https://github.com/ondra-novak/mmbot
mmbot
Market Making trading bot for cryptomarkets
https://github.com/sstoikov/microprice
An estimator of the fair price, given the state of the order book.
https://github.com/grayvalley/microprice-calibration
The Micro-Price (Stoikov, 2017) is a high frequency estimator of future prices. (See: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2970694)
Besides , About an index commonly used in market making strategy , Arrival rate , The author and my partner discussed a question about A The situation on the stock market , As shown in the figure below , The horizontal axis is the distance between the unit price and the middle price ,y The axis is 10 Probability of breakdown in minutes , You can see A Shares are basically 3,4 The arrival rate of a price jump is very low ; So far , I don't think it's so important to write one by one lol I was thinking a Stock meeting hit Very deep , Use a thousand gears , At the end of the day , There are few big orders .a I am very skilled in splitting orders with algorithms , In addition to retail investors, there is seldom a large single price hit Very deep . May be in a specific subject matter work, For example, retail investors participate in many assets 
边栏推荐
- [technical grass planting] Tencent Yunhao wool (consumption) record on the double 11
- 节流和防抖
- Generative countermeasure networks (Gans) and variants
- 生成式对抗网络(GANs)及变体
- Complete open source project poetry bar app
- 2018/GAN:Self-Attention Generative Adversarial Networks自我注意生成对抗网络
- Six complete open source projects, learning enough at a time
- Taylor formula and common expansion
- [bug] the element in C iqueryable cannot change its value
- Batch renaming of images by MATLAB
猜你喜欢

smart-doc + Torna 兼容版本

docker redis集群配置

医疗是什么?AI医疗概念解析AI

生成所有可能的二叉搜索树

How to ensure reliable power supply of Expressway

Application of acrel-3000web power management system in Duba Expressway

extern、struct等关键字

Inftnews | where should the future of the creator economy go in the Web3 world?

How to achieve energy-saving and reasonable lighting control in order to achieve the "double carbon" goal

Startup process analysis of APP performance optimization
随机推荐
AutoCAD -- summarize three methods of drawing rounded corners in CAD
节流和防抖
这个高仿小米商城项目太惊艳了
云原生架构(05)-应用架构演进
2021-11-23: Regulations: l[1] corresponds to a, l[2] corresponds to B, l[3] corresponds to C
== 和 equals 的区别是什么?
SQL Server 中 GO 的用法
Leetcode - linked list written test questions
GBASE观察:扩展分析型数据库
Smart doc + Torna compatible version
High imitation Betta app
Quelques fonctions d'outils couramment utilisées au travail
List<? extends T>和List<?super T>区别
Idea automatically generates unit tests, doubling efficiency!
docker redis集群配置
Differences between broadcastreceiver and localbroadcastmanager
网站ssl证书
.NET 中的 Worker Service 介绍
混沌工程,了解一下
docker 部署redis