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Why Portfolio Returns Use Beginning-of-Period Wealth Weights

Article Quant Q&A · Author: chichi

Summary

The document asks why a portfolio’s simple return is expressed as a weighted sum of its assets’ simple returns, since directly comparing portfolio value at the start and end appears to produce a different formula. The resolution is that portfolio weights represent fractions of wealth invested at the start of the period, while asset quantities represent units held. With fixed quantities, the beginning-of-period weights are each holding’s value divided by total portfolio value; applying these weights to the asset returns yields the portfolio’s total value change divided by its starting value.

Weights generally change as prices move, so they should not be confused with fixed quantities or treated as constant through time. The document illustrates this with an equal-weight portfolio in which all but one asset become worthless: the surviving asset then accounts for all portfolio wealth. The explanation resolves the apparent discrepancy for a period’s simple return, but does not develop rebalancing rules or the treatment of costs and cash flows.

Key ideas

  • Portfolio simple return is the weighted sum of asset simple returns when weights are measured at the start of the period.
  • Beginning-of-period weights are each holding’s value divided by total portfolio value.
  • Fixed asset quantities and portfolio weights are different concepts.
  • Asset price changes alter portfolio weights even when holdings are unchanged.
  • The weighted-return formula matches the change in total portfolio value relative to its starting value.

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Full text
# Why the portfolio return is defined as a weighted return?


# Why the portfolio return is defined as a weighted return?












After reading the modern portfolio theory, I am wondering why the portfolio return is defined that way. Suppose there are $n$ assets in a portfolio, the simple return of an individual asset $i$ at time $t$ is defined as $r^i_{t} = (P^i_{t} - P^i_{t-1})/(P^i_{t-1})$. The portfolio return is then defined as the weighted sum of individual returns,

$ R_t = \sum_{i=1}^n w_i r^i_t, $

where $w_i$ is the weight for the individual asset $i$. However, this is not the "natural definition of return" I am thinking in my head. At time $(t-1)$, the cost we spend to form the portfolio is given by

$ C_{t-1} = \sum_{i=1}^n w_i P^i_{t-1}. $

At time $t$, suppose the price of the assets $i$ rises to $P^i_{t}$, then the "value of the portfolio at $t$" is

$ V_t = \sum_{i=1}^n w_i P^i_{t} $

So, the return of the portfolio should be

$ R'_t = (V_t - C_{t-1}) / C_{t-1} = \frac{\sum_{i=1}^n w_i P^i_{t}}{\sum_{i=1}^n w_i P^i_{t-1}} - 1 $

which is different from the textbook definition $R_t$.

Can someone explain why we use $R_t$ rather than $R'_t$ in defining the portfolio return?

remark to add

When googling for the weighted return used in modern portfolio theory, I found people saying that log return is additive across time but not across assets, while simple return is additive across assets but not across time. This is why people use simple return in modern portfolio theory.

However, isn't the discrepancy between $R_t$ and $R'_t$ a proof that simple return is NOT additive across assets either? I wish I can resolve this so that I can proceed..

Proof of the equivalence

Thanks @Dave Harris for the helpful solution. First of all, the formulas regarding $R'_t$ should be corrected as

$ C_{t-1} = \sum_{i=1}^n n_i P^i_{t-1}, $

$ V_t = \sum_{i=1}^n n_i P^i_{t}, $

where $n_i$ is the quantity of the asset $i$, and so

$ R'_t = (V_t - C_{t-1}) / C_{t-1} = \frac{\sum_{i=1}^n n_i P^i_{t}}{\sum_{i=1}^n n_i P^i_{t-1}} - 1. $

Then, it is actually quite trivial to rewrite $R_t$ in the form of $R'_t$:

$ R_t = \sum_{i=1}^n w_i r^i_t = \sum_{i=1}^n \frac{n_iP_{t-1}^i}{\sum_{j=1}^n n_j P^j_{t-1}} \frac{P_t^i - P^i_{t-1}}{P_{t-1}^i} = \frac{\sum_{i=1}^n n_i P^i_{t}}{\sum_{j=1}^n n_j P^j_{t-1}} - 1 = (V_t - C_{t-1}) / C_{t-1} = R'_t, $

where the weights are the proportion of wealth

$ w_i := \sum_{i=1}^n\frac{n_iP_{t-1}^i}{\sum_{j=1}^n n_j P^j_{t-1}} $

## Answer by FP0 (score 3, accepted)

https://quant.stackexchange.com/a/71687

There is an error in your assumtions. Once you have invested weights $w_i$ of your wealth at time $t-1$, these weights have no reason to remain constant when the prices of your assets change. Imagine that you have an equally weighted portfolio of assets at time $t-1$, then $w_i = \frac{1}{n}$ if you have $n$ assets. If all your assets except the first one become worthless between $t-1$ and $t$, then your new weights will be $w_1^\prime =1$, $w_i^\prime=0\forall i\neq1$. You are confusing weights, which refer to amounts of wealth, and quantities, which refers to units of assets. They are not the same things.

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.