I have dealt with different time periods. I found that the randomness increases and the model validity decreases for short periods. This probably has to do with the trend aspect of the independent variables. Below you can see it for $QQQ as an example. #stockmarkets

brigde band time frame optimization with success rate when close to top or bottom, sharpe ratio and maximum return. Below you can see the example for $BTC and $ETH

currently working on an evolutionary algorithm for portfolio selection and weighting optimization. This is an example of some of the US sector ETFs. It runs on various optimization strategies such as return maximization, Sharpe maximization, covariance minimization, etc.

bearish momentum in $PALL

Can we expect a correction in the $QQQ ? My forward return model expects a correction in the next 5 to 15 days. Several quantiles 1 print in all three time frames where the expected result is negative on average. Still a very bullish trend in the QQQs.

$DBA has one of the highest signal strength outcomes in the ETFs I measure with this model

$TLT still a bearish trend for the ETF #stockmarkets

The bifurcation is still strong here. Inventory vs. change in capacity utilization for #Germany

so far, so good $QQQ

Update on the possible $QQQ correction. mean expected outcome for the next 15days is -4,1% #StockMarket #NASDAQ #ETF

Portfolio construction using an evolutionary algorithm with influence of optimized Donchian midpoints and various other risk indicators. This applies to the ETFs of the US sectors compared to the SPY. The current weightings are behind the ticker in the legend.

a look at the current uptrend in $QQQ. In my optimized midpoint model for assessing an uptrend or downtrend, the number of consecutive up signals is still quite low. On this basis, we are slightly above the 100-day mark. #StockMarket #NASDAQ #QQQ $SPY

$QQQ it becomes likely that there will be a bottoming process after this small correction. Future returns would point to the middle to end of next week #StockMarket

Let‘s go guys