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Roxanne_104 · 2020年07月30日

问一道题:NO.PZ2019040801000071

问题如下:

Monte Carlo simulation is flexible and allow financial engineering to price complex financial instruments, Which of the following statements is not a disadvantage of the Monte Carlo technique when solving problems ?

选项:

A.

High computational costs arise with complex markets and issues.

B.

Results of most Monte Carlo experiments are difficult to replicate.

C.

Simulation results are experiment-specific because financial problems are analyzed based on a specific data generating process and set of equations.

D.

Since Monte Carlo simulations always draw random variables from a normally distributed population, they are not accurate when the input variables have fat tails.

解释:

D is correct

考点:Monte Carlo缺点

解析:蒙特卡洛模拟的输入变量或者参数不一定非要服从正态分布,可以根据实际情况进行调整,分布来满足试验的需求。其缺点主要在于使用分布和实际分布不一致会导致试验结果的偏差。

Which of the following statements is not a disadvantage。。。?这道题我理解的是问MCS的优点。看了解析说是缺点,所以没理解

1 个答案
已采纳答案

品职答疑小助手雍 · 2020年07月31日

嗨,从没放弃的小努力你好:


这里“不是缺点”建议不要理解成优点,frm总会有一些语言上的小陷阱。

他是说“下面我列了一堆缺点,哪个其实不是缺点(或者:哪个说错了)”。


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NO.PZ2019040801000071问题如下Monte Carlo simulation is flexible anallow financiengineering to pricomplex financiinstruments, Whiof the following statements is not a saantage of the Monte Carlo technique when solving problems ?A.High computationcosts arise with complex markets anissues.B.Results of most Monte Carlo experiments are fficult to replicate.C.Simulation results are experiment-specific because financiproblems are analyzebaseon a specific ta generating process anset of equations.SinMonte Carlo simulations always ranm variables from a normally stributepopulation, they are not accurate when the input variables have ftails.is correct考点Monte Carlo缺点解析蒙特卡洛模拟的输入变量或者参数不一定非要服从正态分布,可以根据实际情况进行调整,分布来满足试验的需求。其缺点主要在于使用分布和实际分布不一致会导致试验结果的偏差。因为蒙特卡洛不要求正态分布,所以ftail时也可以精确。所以错了,因此不属于缺点,是这么理解么?有点绕蒙了

2022-04-24 08:00 1 · 回答

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