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- reviews of stock trading products and services
- tax issues, in particular with short-term trading
- short-term and intra-day trading
- statistical algorithms, parametrization
- strategy design and optimization
- impact of spread and trading errors
- designing robust strategies
- combining short and long term strategies on a single stock
- metrics used to assess the efficiency of a strategy
- statistical distributions of interest for stock traders
- data gathering and data quality issues
- statistical modeling, model fitting