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Tag Archives: profit factor
Is There Any Future in Equity Index Trend-Following?
The problem of trend following is fundamentally simple: choppy markets reduce the effectiveness of trend-following algorithms and shorter trend durations reduce their profitability. There is no need for a more sophisticated analysis. About 15 years ago I derived an equation that describes the problems … Continue reading
Posted in Trading System Analysis, Trend following
Tagged autocorrelation, HFT, payoff ratio, profit factor, profitability rule, trend following
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Risk of Ruin For Dummies
A good percentage of traders and investors get ruined because they are deceived into believing that they can be profitable in the longer term even if they are wrong more often than they are right provided they win multiples of what they lose, on … Continue reading
New Metrics that Make Sense are Rare
There are many metrics one can use in a search for trading systems. However, just a handful of the metrics are useful and the rest are either derivatives of them or lead to excessive curve-fitting to specific series. Some new metrics that are proposed constantly even collapse … Continue reading
The Most Important Performance Measure of Trading Strategies
Shortly after my post on Kelly maximization I received a number of emails from traders who are developing systems but are, understandably so in my opinion, a bit confused about which performance criterion or criteria to use when evaluating them. I understand why those … Continue reading
Posted in Trading System Analysis, Trading System Design, Trading System Synthesis
Tagged genetic optimization, genetic programming, payoff ratio, profit factor, risk of ruin, trend following, win rate
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The Many Faces of Trading Expectancy
Some authors insist on defining trading profitability using the notion of expected value or expectation, a.k.a expectancy. However, it would only suffice for them to say that a trading system, trading method, or even investment program, is profitable if the net … Continue reading
Posted in Trading System Analysis
Tagged average trade, expectancy, expected gain, profit factor
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Short-term Patterns With High Reward-to-Risk Ratio
A question that has come up a few times recently is about the dififculty in finding high reward-to-risk setups in various markets like equities, futures and forex or even whether such setups exist at all. I think it is an important question … Continue reading
Posted in Price Action Lab Patterns
Tagged Price Action Lab, price patterns, profit factor, QQQ, reward to risk ratio
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What Every Trader Should Know About the Win Rate, Profit Factor and Payoff Ratio
Every trader should be aware that there is a formula that relates the win rate of a trading system, also known as percent profitability to some old-timers like me, to its profit factor and average win to average loss ratio, also known … Continue reading
Posted in Trading System Analysis
Tagged payoff ratio, profit factor, profitability, win rate
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Why trend following is hard – a quantitative answer
In this post I will try to demonstrate with a quantitative analysis why trend following is harder than other trading methods that use much shorter timeframes . I will start with the fundamental statement that a trading system is profitable if the sum of its … Continue reading

