What is an Autoregressive Model? An autoregressive (AR) model predicts future behavior based on past results. It is used for forecasting when there is some correlation between values in a time series and the values that precede an ...
Here presents the 10 most commonly used statistical models/algorithms every Quants and AI developers should know. Linear Regression Logistic Regression Decision Tree ...
As title, how can I statistically test whether a given price series is random or not? Appreciated if anyone can share some reference/ programming code. PS: I don ...
Hi all, i am new to algo-trading. So far I built an algo that seems to work for 1 year. How far should I backtest? The longer the better, or does it depend on the timeframe used? ...
What is Relative Strength Index? The relative strength index (RSI) is a technical indicator for financial market analysis. By measuring the magnitude of recent price changes, it evaluates the over-bought or over-sold conditions of ...
I am a newbie for quant trading, and I am very interested to start a career in this field. Appreciate if anyone can share some good reference books here. ...
Risk management is important and necessary for long terms investment. A good risk management mechanism helps keep your account safe from unexpected events and unlucky times, and makes you distingui ...
What is Sharpe Ratio? The Sharpe ratio was developed by William F. Sharpe, a Nobel laureate, to help investors understand the return on an investment in relation to its risk. The ratio measures the return earned in exce ...
As titled, from you guys experience, what would be the best extrapolation method suggested for future price prediction? ...
What is Average True Range? The Average True Range is a technical analysis indicator, originally developed by J. Welles Wilder. ATR does not provide indication about price trend. Instead, it measures the market volatility for ...
Hello algogene team, I am really appreciate your powerful backtest and trading engine which provides lot of datasets to work with. It would be even great if the system can further support pe ...
