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台风来了 · 2023年08月11日

statement1 和3 都是错的吧

NO.PZ2023040701000055

问题如下:

Tandon asks Geng how pathwise valuation compares with the Monte Carlo method. Geng responds with the following statements:

Statement 1: “Pathwise valuation calculates the present value of the bond’s cash flows for each possible interest rate path, whereas the Monte Carlo method calculates present values for randomly selected interest rate paths.”

Statement 2: “Interest rate paths for both the pathwise valuation and the Monte Carlo method are based on an assumption of interest rate volatility and an interest rate model that is calibrated to the current benchmark term structure of interest rates.”

Statement 3: “In pathwise valuation, a constant is added to all interest rate paths so that the resulting present value for each benchmark bond is equal to its market value. No such adjustment is made in the Monte Carlo method.”

Which of Geng’s statements to Tandon is least likely correct?

选项:

A.

Statement 1

B.

Statement 2

C.

Statement 3

解释:

Correct Answer: C

Statement 3 is incorrect. Because the Monte Carlo model calculates the present value of the bond’s cash flows over randomly selected interest rate paths (unlike the pathwise valuation method, which uses all interest rate paths) and then averages the present values across these paths, the resulting present value will only match benchmark bond market values by chance. The addition of a constant to all interest rate paths (a drift term) ensures the average present value for each benchmark bond will equal its market value.

statement 1 说monte carlo方法,只是随机选择一条利率路径折现。该方法应该是随机模拟很多路径折现,然后计算平均值吧?直说前半句,明显有误啊。

1 个答案

pzqa31 · 2023年08月12日

嗨,爱思考的PZer你好:


这道题是在对比蒙特卡洛模拟和pathwise valuation,这是两种方法。statement1,蒙特卡洛的路径是随机产生的,而pathwise valuation的路径是从二叉树的分支结构中选出来的,考虑了二叉树里的每一条路径,所以1正确。

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