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" ... All the screening strategies that AAII tracks have been developed and backtested using Stock Investor Pro, AAII’s fundamental stock screening and research database program. Many investors choose to follow screens based on specific guru and/or factor strategies. The most widely followed strategies offer a portrait of A+ Investor members. ... "
" ... Disclosures: Performance information may be live or backtested. In all cases, performance is no guarantee of future results. Performance results do not reflect the deduction of taxes that a shareholder would pay on fund distributions or on the redemption of sale of fund shares. Current and future performance may be lower or higher than the performance data quoted. Performance data reflect the reinvestment of all dividends and capital gain distributions. The investment return and principal value of shares will vary with changes in market conditions. ... "
" ... If your goal is to produce a spectacular set of backtested results, then yes, absolutely, positively. Of course you you base your strategy on the FANMAG factor. ... "
" ... Shrug at how the fund says it would have performed way back when. Particularly if the hedge fund is newer, they often will use performance numbers that are “backtested,” where they apply their models or algorithms to the past even if the fund didn’t exist then. We insist on a GIPS-compliant audit on these numbers, but even then we put less faith in them. The upshot is that we prefer funds with longer track records. ... "
" ... The reason the researchers put most faith in is that many smart beta strategies suffer from data-mining. As rules-based strategies, the rules are tweaked to deliver strong historic performance. This may be because backtested performance can be important for effective marketing to drive inflows to a new ETF. ... "