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Point-in-Time

Why Quants Pay More for Point-in-Time Data Why Quants Pay More for Point-in-Time Data

Quant investors pay up for verified, point-in-time data, because only PIT can recreate the past faithfully and turn backtests into real trading edge.

Dan Averbukh
Alternative Data Data Science Point-in-Time Quant Data
4 reasons people don’t trust your backtest 4 reasons people don’t trust your backtest

Some analysts spend months building backtests that no-one is willing to trust. Learn why, and what to do about it.

Dan Averbukh
Data Science Fundraising Point-in-Time Quant Data Track Record
Financial data must be made point-in-time Financial data must be made point-in-time

Financial analysis will often yield incorrect results if the underlying data is not point-in-time.

Dan Averbukh
Data integrity Data Provenance Data Science Point-in-Time top
3 reasons why GitHub timestamps shouldn’t be trusted 3 reasons why GitHub timestamps shouldn’t be trusted

GitHub timestamps can be trivially altered and should not be trusted for recording the provenance of code or data. Proceed with caution.

Dan Averbukh
Data integrity Data Provenance GitHub Point-in-Time Verifiable Timestamps