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Volume Based Technical Analysis
Mid-Term Market Analysis (PVO based Trading System)
Volume Indicators
Technical Analysis, market analysis, PVO, trading
system, simple trading system, S&P 500, volume oscillator, system, index,
buy, sell, moving average, signals
Based on a PVO (Percentage Volume Oscillator) level of 14% (click
HERE to read about it), we can create a simple trading system, as follows:
- Assume the S&P 500 index is moving higher and building up a volume surge. Then, once the
PVO has reached a level equal to or greater
than 14% for at least 2 consecutive days (ignore first
PVO high for a given
volume surge), get ready to short (however,
please note that we ignore the first PVO high associated with a surge - see
details below). Sell short once the PVO starts to decline from this high
level;
- Assume the index has reversed from its previous up-move and is now
starting to push lower. If you see a volume surge develop during this down-move, and the
PVO reaches a
level above 13%, then cover your short position;
- Assume the index is pushing lower and building up a
volume
surge. Then, once the PVO has reached a
level equal to or greater than 14% for at least 2 days (ignore first PVO
high for a given volume surge), get ready to go
long. Initiate your long position once the PVO starts to decline from this
high level;
- Close out your long position once the PVO has reached a level above 13%
in conjunction with a volume surge to the price up-side.
If you are in position and the market does not reverse it's direction and the
PVO starts to rise again, you may wish to add to either the long or to the short
position.
Very important: Ignore VMA surges (i.e., PVO highs) if they occur immediately
after the index reversal has just occurred. Volume surges at this point simply
confirm that a reversal has taken place. Do not trade based on these surges.
Table 1 below shows a number of simulated trades that are based on the system
we outlined above.
Table 1: Using critical 5/25 PVO levels to indicate
possible index reversals. Simulated trading signals.
S&P 500 index.
January 2004 to July 2005.
|
Date |
PVO |
Trend* |
PVO Analysis |
Action |
|
| 04/21/05 |
17% |
down |
PVO become Lower |
Buy Long at 1159.95 |
5% |
| 04/20/05 |
18% |
down |
Highest PVO |
|
|
| 04/19/05 |
15% |
down |
PVO High |
|
|
| 04/18/05 |
15% |
down |
First PVO High |
Do not trade first PVO high |
|
| 02/01/05 |
15% |
up |
|
Do not trade high PVO after an index reversal |
|
|
01/31/05 |
16% |
up |
|
Do not trade high PVO after an index reversal |
|
|
01/28/05 |
17% |
up |
|
Do not trade
high PVO after an index reversal |
|
| 01/27/05 |
15% |
down |
PVO decreasing |
Buy Long at 1174.55 |
3% |
| 01/26/05 |
16% |
down |
Highest PVO |
|
|
| 01/25/05 |
15% |
down |
PVO High |
Do not trade first PVO high |
|
| 01/25/05 |
15% |
down |
|
Cover Short at 1168.41 |
|
| 12/21/04
| 16% |
up |
PVO decreasing |
Sell Short at 1205.43 |
3.1% |
| 12/20/04
| 19% |
up |
PVO High |
|
|
| 12/17/04
| 21% |
up |
Highest PVO
First PVO High |
Do not trade first PVO high |
|
| 10/21/04
|
13% |
down |
|
Cover Short at 1106.49 |
|
| 10/07/04 |
11% |
up |
PVO decreasing |
Sell Short at 1130.65 |
2.1% |
| 10/06/04 |
14% |
up |
PVO High |
|
|
| 10/05/04 |
14% | up |
PVO High |
|
|
|
10/04/04 |
16% |
up |
First PVO High |
Do not trade first PVO high |
|
|
09/23/04 |
14% |
down |
First PVO High |
Do not trade first PVO high |
|
|
09/15/04 |
15% |
up |
First PVO High |
Do not trade first PVO high |
|
|
* The trend was defined using a 6-month chart with a 5-day index moving
average.
Note: Index closing prices used for simulated trades |
|
Some PVO trading examples (please refer to Table 1):
-
September, 2005: The (5/25) PVO hit a value of 15% while the index
created a VMA surge to the price upside; however, no
trade was initiated at this point, because it was the first PVO high. A
similar situation occurred on September 23, 2004: We noted a VMA
surge while the index was declining. On this day, the (5/25) PVO reached its
highest level of 14%, but no trade was initiated because it was the first
PVO high for this particular surge.
-
October 4 to 6, 2004: As the index moved higher and created a
large VMA surge to the upside, the (5/25) PVO exceeded
and remained above the critical level of 14% for three consecutive days. We
ignored the first PVO high on October 4, 2004; the decision to go short was
made after the PVO started to decrease on October 7, 2005. This trade was
closed on October 21, 2004 when a (5/25) PVO) high of 13% was reached while
the index was in decline.
-
December 17 to 21, 2004: While the index was trending higher and
generating a volume surge in December 2004, a (5/25) PVO high was
reached and maintained for three consecutive days. In accordance with our
trading rules, the first PVO high (which occurred on December 17) was
ignored. The decision to go short was then made on December 21, 2004 when
the PVO started to decrease. The trade was subsequently closed on January
25, 2005: As the index declined, it created a volume surge and a
new (5/25) PVO high occurred.
-
January 25 to 27, 2005: As the index declined during this time, a
volume surge built up. We noted a (5/25) PVO high for three
consecutive days. The decision to take a long position was reached on
January 27, 2005, when we noted the
PVO decrease from its high of 16%. The
following day - on January 28, 2005 - the index reversed and started to push
higher, gaining ground through to February 1. The PVO peaked again, but we
ignored this signal since it simply confirmed that an index reversal had
taken place on January 27. We have not yet seen a confirming VMA surge that
would prompt us to close out this trade.
-
April 18 to 21, 2005: During this time, a high (5/25)
PVO value was maintained over four consecutive days during the price decline. On April 21, 2005, the
PVO started to decrease, so a decision to take a long position was made. To
date, we have not seen a high PVO value that would have prompted
us to close out this trade.
Conclusion:
- The trading system outlined above is highly conservative. It generated
only four signals per year. The success rate of the system is very high -
there were no losing trades. If you plan to trade according to this system,
and perhaps modify some the parameters, we would suggest incorporating a
reasonable stop loss strategy in order to protect your capital (one such way
would be to use a trailing stop).
- Given the short-term nature of the system, you could use it to trade
options on the underlying; suggested are options that expire within 2 to 3
months.
- The system could benefit from the inclusion of pre-determined profit
levels;
The system parameters we used in the above examples do not necessarily
represent the optimal settings. Should you decide to follow our strategy, we
would recommend that you define your own critical PVO levels (PVO
Quotes).
Disclaimer: The above research results are provided for educational
purposes only. If you wish to apply any of the numbers, systems, or strategies
discussed in this article, you should understand that you are doing so at your
own will and that you are solely responsible for any trading decisions you make.
Copyright 2004 - 2005 Highlight Investments Group. All
rights reserved. This material may not be published, broadcast, rewritten, or
redistributed
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Long-Term Trading System
V. K.
Copyright 2004 - 2012 Highlight Investments Group. All rights reserved. This material may not be published, broadcast, rewritten, or redistributed.
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