shaileshkakkar / MicroPriceIndicator
This repository serves to share the replicated results listed in the paper by Sasha Stoikov - The Micro-Price. As opposed to data used in the paper for US equities BAC and CVX, I am using the data for the Crypto pair ETHBTC. The data was pulled by me from Binance by subscribing to three different streams - Market Trades, Partial Depth and Orderb…
☆67Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for MicroPriceIndicator
- ☆103Updated 6 years ago
- Calibrates microprice model to BitMEX quote data☆54Updated 3 years ago
- ☆46Updated 3 years ago
- Volume-Synchronized Probability of Informed Trading☆106Updated 11 years ago
- Example of order book modeling.☆57Updated 5 years ago
- A Python Implementation of Measures for Order Flow Risk, e.g. VPIN☆81Updated 3 years ago
- An implementation of Avellaneda-Stoikov market making model after reading the seminal paper☆28Updated 3 years ago
- Poisson intensity of limit order execution, calibration of parameters A and k using level 1 tick data☆33Updated 3 years ago
- Implementation of HFT backtesting simulator and Stoikov strategy☆96Updated last year
- Order Imbalance Strategy in High Frequency Trading☆123Updated 6 years ago
- algo trading backtesting on BitMEX☆75Updated 11 months ago
- ☆26Updated 3 years ago
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆97Updated 5 years ago
- A bot coded for an algorithmic trading competition using market making, statistical arbitrage, and delta and vega hedging☆68Updated 6 years ago
- Academic python library that records changes to instances of the limit order book for pairs supported on the coinbase exchange.☆47Updated 3 years ago
- a cpp framework for crypto currentcy tick data backtesting☆16Updated 3 years ago
- Limit Order Book Implemented in Python☆90Updated 6 years ago
- High Frequency Trading Strategies☆41Updated 7 years ago
- Python code for High-frequency trading in a limit order book by Marco Avellaneda and Sasha Stoikov☆133Updated 4 years ago
- High-frequency trading in a limit order book☆54Updated 5 years ago
- Writing a basic market making strategy on liquid and illiquid crypto/fiat pairs☆27Updated 3 years ago
- Implemented the Avellaneda-Stoikov market-making strategy in an automated trading algorithm. Completed as part of the Optiver Ready Trade…☆56Updated last year
- Order flow toxicity; Volume-Synchronized Probability of Informed Trading☆79Updated 3 months ago
- Fast, Multi threaded and Efficient Trade Matching Engine☆24Updated 3 years ago
- A statistical arbitrage strategy on treasury futures using mean-reversion property and meanwhile insensitive to the yield change☆73Updated 6 years ago
- This is a research about using ML or RL predictions for HFT Market Making. Backtest was build on Full order log☆25Updated 3 years ago
- ☆38Updated 5 years ago
- Repository for market making ideas☆37Updated 6 months ago
- Price Prediction with Machine Learning Models (practicum project at CME group)☆65Updated 8 years ago