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秋樣 · 2024年01月08日

Private wealth - 蒙特卡洛解释

NO.PZ2023010410000006

问题如下:

Several years later, the Beckers again meet with Frost. Their investable portfolio is now valued at USD 7.0 million. The Beckers state that their primary goal is to maintain their current living standard as long as they live. The Beckers also want to leave a charitable gift of at least USD 5.0 million from their investable assets after they have both died. However, they are not willing to risk running out of money in their old age to achieve this secondary goal. The Beckers agree with Frost to assume a 25-year time horizon.

Frost produces Monte Carlo simulations for the Beckers using two portfolios with different asset allocations. The simulations use a long series of historical index data for each asset class in the two portfolios. The resulting distributions of terminal values are shown in Exhibit 1. All terminal values are after expected taxes and spending needs have been met.


Determine, based on the Monte Carlo simulations, which portfolio (A or B) will better allow the Beckers to achieve their goals. Justify your response with one reason related to risk.

选项:

解释:

Portfolio A will better allow the Beckers to achieve their primary financial goal of maintaining their living standard until both have died. This is because the portfolio has a higher probability of achieving a positive terminal value.

No.PZ2023010410000006 (问答题) 来源: 经典题


Several years later, the Beckers again meet with Frost. Their investable portfolio is now valued at USD 7.0 million. The Beckers state that their primary goal is to maintain their current living standard as long as they live. The Beckers also want to leave a charitable gift of at least USD 5.0 million from their investable assets after they have both died. However, they are not willing to risk running out of money in their old age to achieve this secondary goal. The Beckers agree with Frost to assume a 25-year time horizon.

Frost produces Monte Carlo simulations for the Beckers using two portfolios with different asset allocations. The simulations use a long series of historical index data for each asset class in the two portfolios. The resulting distributions of terminal values are shown in Exhibit 1. All terminal values are after expected taxes and spending needs have been met.


Determine, based on the Monte Carlo simulations, which portfolio (A or B) will better allow the Beckers to achieve their goals. Justify your response with one reason related to risk.



解析

Portfolio A will better allow the Beckers to achieve their primary financial goal of maintaining their living standard until both have died. This is because the portfolio has a higher probability of achieving a positive terminal value.


老师好,请问这个蒙特卡洛图是不是可以这样解释:

1⃣️ 25年后,95%的概率下,portfolio A大于17808portfolio B大于35814?还是小于?感觉大于35million有这么高概率不太对啊。

2⃣️ 25年后,10%的概率下,portfolio A大于294,portfolio B归零?

虽然portfolio B在25%的概率及以上都比portfolio A表现好,但仍有10%的概率会归零,所以不选?

2 个答案

王暄_品职助教 · 2024年01月09日

谢谢老师。但是在另一道题No.PZ2023010410000002里,75%所对应的180923,解析里却说:In 75% of the trials, the portfolio value after 10 years exceeded 180,923。为啥是exceed呢?

已在另一道题下的提问作答

王暄_品职助教 · 2024年01月08日

以portfolio A为例:

95th所对应的17808的意思是:95%的概率,25年后资产总值低于17808;5%的概率25年后的资产总值高于17809

5th所对应的39的意思是:5%的概率,25年后资产总值低于39;95%的概率,25年后的资产总值高于39


虽然portfolio B在25%的概率及以上都比portfolio A表现好,但仍有10%的概率会归零,所以不选?

是的,因为他本身的目标就是活着的时候有钱花,因此不能选B


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