Accumulating Deposits from a Polynomial Force of Interest
Summary
The document explains how to calculate the year-end value of a deposit when the instantaneous force of interest is assumed to follow a cubic polynomial over the year. Four quoted rates at quarterly intervals determine the polynomial’s coefficients through interpolation, such as the Lagrange or Newton method. Integrating the resulting rate function over time gives the continuously compounded accumulation factor, which is applied to the initial deposit.
The answers clarify that each observation is a time-rate pair and outline a linear system for solving the unknown coefficients. The rate polynomial integrates to a quartic expression, whose value over the full year determines the accumulated amount. This is a deterministic actuarial calculation rather than a trading strategy. The method assumes the stated cubic form between observations; the discussion also cautions that carrying out the interpolation and integration by hand can be cumbersome, especially under exam time pressure.
Key ideas
- A force of interest is an instantaneous rate, and its integral determines the accumulation factor.
- Four observed rates at distinct times determine a cubic polynomial by interpolation.
- Integrating the cubic rate function gives the exponent used in the continuous-compounding formula.
- The final accumulated value is the initial deposit multiplied by the accumulation factor.
- The calculation depends on the assumed cubic path between the quoted observations.
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Full text
# Force of interest third degree polynomial
# Force of interest third degree polynomial
Just struggling with a question here, any help would be appreciated.
For its deposits, a bank offers a force of interest per annum over a given year, which equals 4.99% at the beginning of the year, 5.33% after three months, 5.75% after six months, and 6.53% after nine months. Calculate the accumulated amount at the end of the year of a deposit of $78,000 at the beginning of the year, assuming the force of interest per annum is a third degree polynomial function of time over the year.
Any helpful tips or advice would be great, I'm not looking for the answer just a method that I can remember.
## Answer by Alex C (score 2)
https://quant.stackexchange.com/a/33427
If the force of interest (or instantaneous interest rate) is $r(t)$ then the accumulation function is $a(t)=e^{\int_0^t r(t)dt}$.
In this case $r(t)$ is a third degree polynomial in $t$ which is not given explicitly, but is uniquely defined by the fact that it passes through 4 points: (0.0499,0),(0.0533,0.25),(0.0575,0.50),(0.0653,0.75). Using the Newton Interpolation Formula or the Lagrange Interpolation Formula you would explicitly compute what $r(t)$ is.
After integrating this polynomial you get a 4th degree polynomial, which you evaluate at t=1 and take the exponential to find $a(1)$
The final answer is $78000*(a(1)-a(0))=78000*(a(1)-1)$
Needless to say it is a LOT of computation, especially when you have to do it with pencil and paper under time pressure of an exam. [If you have access to a computer with Mathematica or similar math program then it becomes doable.]
## Answer by Bjørn Kjos-Hanssen (score 2)
https://quant.stackexchange.com/a/36608
To correct two points in @AlexC's otherwise great answer:
- The given points are of the form $(t, r(t))$: $$\begin{eqnarray*}\left(0,\frac{499}{10^4}\right),& \left(\frac14,\frac{533}{10^4}\right),\\ \left(\frac12, \frac{575}{10^4}\right),& \left(\frac34,\frac{653}{10^4}\right).\end{eqnarray*}$$ The cubic polynomial $r(t)=at^3+bt^2+ct+d$ thus is not all that bad: it has $d=499\cdot 10^{-4}$, and $$\begin{eqnarray*}a \cdot 2^{-6}+b\cdot 2^{-4}+c\cdot 2^{-2}+d=533\cdot 10^{-4}\\ a \cdot 2^{-3}+b\cdot 2^{-2}+c\cdot 2^{-1}+d=575\cdot 10^{-4}\\ a \cdot 3^32^{-6}+b\cdot 3^22^{-4}+c\cdot 3\cdot2^{-2}+d=653\cdot 10^{-4}\end{eqnarray*}$$
- The accumulated amount is $A(1)=A(0)\cdot e^{\int_0^1 r(t)\,dt}$ where $A(0)=\$78,000$.
Here are some details on finding $a$, $b$, and $c$:
$$\begin{eqnarray*}a \cdot 2^{-2}+b+c\cdot 2^{2}+d\cdot 2^4=533\cdot 5^{-4}\\ a \cdot 2^{1}+b\cdot 2^{2}+c\cdot 2^{3}+d\cdot 2^4=575\cdot 5^{-4}\\ a \cdot 3^32^{-2}+b\cdot 3^2+c\cdot 3\cdot2^{2}+d\cdot 2^4=653\cdot 5^{-4}\end{eqnarray*}$$
$$\begin{eqnarray*}\frac14a+b+4c+16d=533\cdot 5^{-4}\\ 2a+4b+8c+16d=575\cdot 5^{-4}\\ \frac{27}4a+9b+12c+16d=653\cdot 5^{-4}\end{eqnarray*}$$
Note $16d=499\cdot 5^{-4}$ so this becomes $$\begin{eqnarray*}\frac14a+b+4c=34\cdot 5^{-4}\\ 2a+4b+8c=76\cdot 5^{-4}\\ \frac{27}4a+9b+12c=154\cdot 5^{-4}\end{eqnarray*}$$
$$\begin{bmatrix}\frac14&1&4\\ 2&4&8\\ \frac{27}4&9&12\end{bmatrix}^{-1}=\begin{bmatrix}2&-2&\frac23\\ -\frac52&2&-\frac12\\ \frac34&-\frac38&\frac1{12}\end{bmatrix}$$ so $$\begin{bmatrix}a\\ b\\ c\end{bmatrix}=5^{-4}\begin{bmatrix}2&-2&\frac23\\ -\frac52&2&-\frac12\\ \frac34&-\frac38&\frac1{12}\end{bmatrix}\begin{bmatrix}34\\ 76\\ 154\end{bmatrix}$$Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.