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comment Multi-year annualized Sharpe Ratio
The 0.015 is the annualized rate? Should you compare that to monthly returns?
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comment Portfolio Analytics Optimization
It seems your question is about computational efficiency. However, choosing a portfolio with ~10K free variables is unlikely to yield good future performance. Perhaps you can solve both problems by applying some domain knowledge about the 10K assets to reduce the problem size.
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