# Blog

Explore the research behind our trading, plus some just-for-fun stuff....

Chart patterns have long been a favourite of the technical analysis community. Triangles, flags, pennants, cups, heads and shoulders.... Name a shape, someone somewhere is using it to predict market behaviour. But, we need to find out if there is a grain of truth or reliability in these patterns. Can attempts to objectively measure these patterns, such as with the...

When tinkering with trading ideas, have you ever wondered whether a certain variable might be correlated with the success of the trade? For instance, maybe you wonder if your strategy tends to do better when volatility is high? In this case, you can get very binary feedback by, say, running backtests with and without a volatility filter. But this can...

As traders, we like to get waaaay ahead of ourselves in the race to understand and exploit the financial markets. One symptom of our eagerness is often wrongly assuming that more complexity = more profit. This assumption can lead us down long and unnecessary rabbit holes and away from the more mundane fundamentals that account for 80% of our day-to-day...

In part 1 of this series, we talked about how a market-savvy systematic trader would approach a period of drawdown in a trading strategy. Specifically, they'd: do the best job possible of designing and building their trading strategy to be robust to a range of future market conditions chill out and let the strategy do its thing, understanding that drawdowns...

Imagine you’ve tinkered for days or even weeks, perfecting a strategy idea that’s showing a whole lot of promise. You’ve meticulously tweaked a mouth-watering Sharpe Ratio out of your backtests….it even survived costs. YES! Systems go, let’s trade it. Imagine this new strategy enters a drawdown.…maybe a lengthy one....maybe from day one! How would you react to such a letdown?...

One of the biggest wins we have at Robot Wealth is in helping aspiring traders see the markets, and profitable trading, for what it really is. Rather than utilising a tried and tested approach that has generated real money in the markets, in practice, many aspiring traders gravitate to seemingly exciting approaches with the weakest history of success, assuming that this...

Some price series are mean reverting some of the time, but it is also possible to create portfolios which are specifically constructed to have mean-reverting properties. Series that can be combined to create stationary portfolios are called cointegrating, and there are a bunch of statistical tests for this property. We'll return to these shortly. While you can, in theory, create...

The Federal Reserve publishes the yield-to-maturity of US Treasury bonds. However, the actual returns earned by investors are not publicly available. Nor are they readily and intuitively discerned from historical yields, since "a bond's return equals its yield only if its yield stays constant and if all coupons (cash payments) are reinvested at that same yield" (Tuckman and Angel, 2013,...