Risk-Neutral Pricing, Delta Hedging, and Financing Rates
Summary
The discussion clarifies how risk-neutral pricing connects to delta hedging and the Black–Scholes equation. In a standard setup, a self-financing hedged portfolio is locally risk-free, so its return is tied to the financing rate. The stock’s real-world expected return does not enter the option pricing equation in the same way; under the pricing measure, the asset’s drift reflects its carry assumptions. Dividends or repo costs can change that carry term.
The answers stress that writing portfolio gains correctly requires tracking the cash account and the stock position, along with self-financing conditions. If cash and collateral earn different rates, the accounting may need separate funding terms. The exchange is conceptual rather than a complete derivation, and it does not settle a general formula for asymmetric funding or collateral rates. Those cases require specifying the model’s financing assumptions and market conventions.
Key ideas
- A delta-hedged self-financing portfolio is used to derive the option pricing equation.
- The pricing measure changes the asset drift used for valuation, while the real-world expected return is not the pricing input.
- Dividends and repo costs affect the asset carry term in the pricing equation.
- Different cash and collateral rates require explicit portfolio and funding accounting.
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Full text
# The meaning of risk-neutral pricing?
# The meaning of risk-neutral pricing?
Assume that the underlying $S$ is some index, hence the risk-return $\mu=0$, where $S$ meets $$d S = \sigma S d W_t.$$
Let $V$ denote the price of the corresponding call option. To construct the related BS formula, I construct a portfolio $\Pi=V-\Delta S$, after setting a correct value of $\Delta$, I want the portfolio to be risk-free. That is $$d \Pi = r\Pi d t= r(V-\Delta S) d t,$$ where $r$ is risk-free rate.
hence by the Ito formula, I can get the BS-equation.
However, someone told me that the identity $d \Pi = r(V-\Delta S) d t$ should be $$d \Pi = (r*V-\mu*\Delta S) d t,$$ and then get another equation.
Since in my opinion, in the risk-neutral world, $\mu$ turns to be $r$ after applying the Girsonov transformation, and making the portfolio to be risk-free is under risk-neutral world. I agree with the first identity.
So my question is which one is correct? If is the latter one, what's meaning of risk-neutral pricing?
Thank you very much!
Added 2016/10/26 10:39AM(+8)
Thanks for @MJ73550. I am sure the first one is right now.
However, if we distinguish the funding and lending rate for unsecurities (denote as $r_F$) and stock collateral(denote as $r_R$). Then maybe the identity $d \Pi = r(V-\Delta S) d t$ should be $$d \Pi = (r_F*V-r_R*\Delta S) d t,$$
Is this equation right?
Thanks again.
## Answer by Quantuple (score 1)
https://quant.stackexchange.com/a/31198
I'm not sure I really understand your question.
Am I right in thinking that it amounts to asking whether the BS formula should write: $$\frac{\partial V}{\partial t} + \alpha S \frac{\partial V}{\partial S} + \frac{1}{2} \frac{\partial^2 V}{\partial S^2} \sigma^2 S^2 - r V = 0$$ with $\alpha=r$ or $\alpha=\mu$?
If this is the case, it is self-financing portfolios whose $t$-value should emerge as $\Bbb{Q}$ martingales. Thus, if the stock pays dividend $\alpha = r-q \ne r$. If your model includes a more complex cost of carry/repo cost, it should transpire through $\alpha$.
When you introduce real world effects (collateral, lending/borrowing asymmetry etc.) it can of course become more complicated; see http://www.math.columbia.edu/~fts/What%20Rate%20to%20use%20v1.pdf (I did not check the validity of the equations but at least it will give you an idea of what effects can be included).
## Answer by M. Jeunesse (score 0)
https://quant.stackexchange.com/a/30727
First equation is the right one.
But it won't help you to understand what happens behind risk-neutral pricing.
Indeed you just write that you invest in cash and stocks but you did not write self-financing conditions.
(1) Let $V_t$ be the value of the call,
(2) Let $\Delta_t$ be your delta of your delta hedge,
(3) Let $\Pi_t$ your cash remunerated at $r$.
(3) $\Leftrightarrow d \Pi_t = r\Pi_t dt$
(1)+(2)+(3) $\Leftrightarrow V_t = \Pi_t + \Delta_t S_t$
If your portfolio is split between cash and collateral.
You have
$V_t = \Pi^{cash}_t + \Pi^{collat}_t + \Delta_t S_t$
now you have $d\Pi^{cash}_t = r^{cash}_t\Pi^{cash}_t dt$ and $d\Pi^{collat}_t = r^{collat}_t\Pi^{collat}_t dt$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.