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Copy pathQuant Workflow.py
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19 lines (16 loc) · 943 Bytes
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1. Universe Selection - define the Universe of treadeable components
2. Single Alpha factor modeling - define and evaluate individual expressions
3. Alpha combination - combine many single alphas into a final alpha which has stronger prediction power - often noise of each alpha cancel out each other
4. Risk Model - define and calculate the set of risk factor you want to use to constrain your portfolio
5. portfolio Construction -
6. Execution
5 Basic 'Accessible' Quant Strategies
1. Mean Reversion - What goes up, must go down
2. Momentum - the trend is your friend - mebrane-faver-relative-strength-strategy-wuth-ma-rule
3. Valuation - Buy low, sell high
4. Sentiment - Buy the rumor, sell the news
Intuition: follow the short money. Short sellers are the smart money. Short Squeeze Indicater
5. Seasonality - Sell in May and go away
Buy and hold Equities October thru April
Sell December thru April
Buy May thru Sept