Signal statistics for PUMP

Backtesting is not only a way to check signal accuracy, but also a tool to continually improvement. Data can be used for self adjustment as each stock have a individual behavior. Accuracy and return is not the same. A stock signal may provide low statistical accuracy, but the signals may prove high return in average. Sharp market dips or fundamental changes (earning reports, news updates etc), may force a short term reaction and disturb the signals (Signals may jump quickly from buy to sell, just to return to buy).

Dates Signal Change
2019-07-15 - 2019-07-23 SELL -6.36
2019-07-11 - 2019-07-15 HOLD -5.89
2019-07-09 - 2019-07-11 SELL -1.84
2019-06-28 - 2019-07-09 BUY -3.04
2019-05-20 - 2019-06-28 SELL -8.73

Score effectiveness

Bollinger signal effectiveness

Macd effectiveness

Mv7 effectiveness

Score signal

Bollinger signal statistics

MV signal statistics

MACD signal statistics

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