Volume-weighted average price
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In finance, volume-weighted average price (VWAP) is the ratio of the value traded to total volume traded over a particular time horizon (usually one day). It is a measure of the average price at which a stock is traded over the trading horizon.
VWAP is often used as a trading benchmark by investors who aim to be as passive as possible in their execution. Many pension funds, and some mutual funds, fall into this category. The aim of using a VWAP trading target is to ensure that the trader executing the order does so in-line with volume on the market. It is sometimes argued that such execution reduces transaction costs by minimizing market impact costs (the additional cost due to the market impact, i.e. the adverse effect of a trader's activities on the price of a security).
VWAP can be measured between any two points in time but is displayed as the one corresponding to elapsed time during the trading day by the information provider.
VWAP is often used in algorithmic trading. Indeed, a broker may guarantee execution of an order at the VWAP and have a computer program enter the orders into the market in order to earn the trader's commission and create P&L. This is called a guaranteed VWAP execution. The broker can also trade in a best effort way and answer to the client the realized price. This is called a VWAP target execution; it incurs more dispersion in the answered price compared to the VWAP price for the client but a lower received/paid commission. Trading algorithms that use VWAP as a target belong to a class of algorithms known as volume participation algorithms.
The first known person to implement the VWAP calculation as a measurement tool was James Elkins, Head Trader at Abel Noser at the time, for the Ford Motor Company in 1984.
VWAP is calculated using the following formula:
- is Volume Weighted Average Price;
- is price of trade ;
- is quantity of trade ;
- is each individual trade that takes place over the defined period of time, excluding cross trades and basket cross trades.
Using the VWAP
The VWAP can be used similar to moving averages, where prices above the VWAP reflect a bullish sentiment and prices below the VWAP reflect a bearish sentiment. Traders may initiate short positions as a stock price moves below VWAP for a given time period or initiate long position as the price moves above VWAP
Institutional buyers and algorithms will often use VWAP to plan entries and initiate larger positions without disturbing the stock price.
- Berkowitz, Stephen A.; Logue, Dennis E.; Noser, Eugene A. J. (March 1988). "The Total Cost of Transactions on the NYSE". Journal of Finance (American Finance Association) 43 (1): 97–112. doi:10.1111/j.1540-6261.1988.tb02591.x.
- "Volume Weighted Average Price (VWAP) Definition". Investopedia. Retrieved June 14, 2012.
- "Volume Weighted Average Price". Investors Underground. Investors Live LLC. Retrieved 29 June 2016.