凯利公式怎么应用
凯利公式(Kelly Formula)在投资和博弈领域有着重要的应用。它的表达式为:f=(bp-q)/b ,其中 f 表示投资比例,p 为胜率,q 为赔率,b 为赔率。
在短期交易中,比如外汇投机和扑克牌等赌博活动,凯利公式具有非常重要的意义。由于短期交易时间周期短,资金的时间成本低,投资结果能很快出来,类似于“永远亏不完的状态”。但需要注意的是,在短期投资中,隐含的资金成本可能较大,一般短线投资人可能不敢下太大的仓位。
对于期货短期交易,凯利公式也有一定的参考意义。通过计算最佳赌注金额,可以更好地控制风险和资金利用。例如,在特定的赔率和胜率条件下,可以确定一次交易的最大亏损额,从而决定交易的手数。
然而,在中长期投资中,凯利公式的应用存在局限性。对于长期投资机会,如胜率 50%、赔率为 2 的情况,按照凯利公式计算的下注比例可能会导致大量资金闲置,有违投资基本常识。而且,长期投资中如果亏的话,往往不是亏完,这与凯利公式成立的条件不符。
此外,凯利公式不能代替选股,但可以用于选时。即使是有投资价值的公司,也有高估和低估的时候,可以用凯利公式进行选时比较。同时,它适合非核心资产寻找短期投机机会,也适合作为资产配置的考虑,对于资金管理比较有利,可以充分考虑机会成本。
总之,凯利公式在不同的投资场景中有着不同的应用价值和限制。投资者在使用时,需要结合具体情况,谨慎分析和判断。
How to Apply the Kelly Formula
The Kelly Formula (Kelly Formula) has important applications in the fields of investment and gaming. Its expression is: f = (bp - q) / b, where f represents the investment ratio, p is the winning rate, q is the losing rate, and b is the odds.
In short-term trading, such as foreign exchange speculation and poker and other gambling activities, the Kelly Formula is of great significance . Due to the short time period of short-term trading and the low time cost of funds, the investment results can come out quickly, similar to the "state of never running out of money". However, it should be noted that in short-term investment, the implied capital cost may be large, and general short-term investors may not dare to take too large positions.
For short-term futures trading, the Kelly Formula also has certain reference significance. By calculating the optimal bet amount, risk and fund utilization can be better controlled. For example, under specific odds and winning rate conditions, the maximum loss amount of a transaction can be determined, thereby determining the number of transactions .
However, in medium and long-term investment, the application of the Kelly Formula has limitations. For long-term investment opportunities, such as a winning rate of 50% and odds of 2, the bet ratio calculated according to the Kelly Formula may result in a large amount of funds being idle, contrary to the basic investment common sense . Moreover, in long-term investment, if you lose, it is often not a complete loss, which does not conform to the conditions for the establishment of the Kelly Formula.
In addition, the Kelly Formula cannot replace stock selection, but can be used for timing selection. Even for companies with investment value, there are times of overvaluation and undervaluation. The Kelly Formula can be used for timing comparison . At the same time, it is suitable for non-core assets to find short-term speculative opportunities, and it is also suitable for consideration as asset allocation, which is beneficial for fund management and can fully consider opportunity costs.
In conclusion, the Kelly Formula has different application values and limitations in different investment scenarios. When using it, investors need to combine specific situations and make careful analysis and judgment.