Trading Strategy Analysis of CPN

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Annualized Returns of Trading Strategies for CPN
Best Returnat StopEpisodesLength Best +10at Stop -5 to -25
Buy and Hold-20.38 %0.221159.00
Buy On Rise Hold-24.37 %0.26978.38
Buy On Dip Hold-29.09 %0.31805.25
Signal and Hold-16.22 %0.181404.23
Stops Only299.35 %-0.331.38181.24299.35 %-0.33133.57 %
Sell Signal Trim Stops294.36 %-0.331.59158.34294.36 %-0.33119.15 %
Buy Signals399.40 %-0.330.94267.09399.40 %-0.33151.81 %
All Methods362.93 %-0.360.87287.97362.93 %-0.36120.70 %

This table shows the results some simple trading policies from brute-force calculations on every trading day during the last 9 years. The concept of stops does not apply to the top few entries, which are various flavors of the well known Buy and Hold strategy. Although this venerable strategy is frequently praised, in the most simple form, it failed for this company, with a loss of -20.00 %.

The most basic flavor of the Buy and Hold strategy is tested by buying on every day of the period, then holding all the way to the present date. A less simplistic version might involve the momentum investor's ploy of buying only on rising prices, or the more contrarian tactic of buying on the dips.

Our tests show it is generally better to buy on the dips rather than trying to follow the momentum of the market. But CPN is an exception to that rule. Sadly, neither of these policies were able to match the unadorned Buy and Hold in this somewhat unusual case. The best of these strategies trigger the buy on technical indicators.

All the buy and hold strategies suffer from a dangerous defect, as they do not cut losses. The statistics underestimate the harm of this defect, because market statistics are based on companies that survive. Doctors bury their mistakes, but Exchanges de-list them.

From the Report Dated 12/5/2005: At least from the standpoint of a single company strategy, the best setting over the past 10 years has been -33 percent for CPN when adjusting stops weekly. This setting has produced a historical yield of 299.00 %. (The yield during the holding period is annualized to provide this figure).

CPN:  Sliding Stops Reset Daily

How to set sliding stop limits for Calpine:

Stop loss limit orders would appear to be almost always desirable. But where to set the stop limit is controversial. Setting to limit too low may allow for too great a loss. But setting the limit too high may cause the trade to "stop out" prematurely, perhaps missing a rally and also incurring an unwelcome brokerage fee.

Two issues need to be settled in arriving at a stop limit strategy. The first is to determine the price to position the stop loss at a percentage below the buy-in price. The second is to determine a strategy for raising or sliding the stop to lock in gains without undue risk of prematurely "stopping out" on some insignificant dip in price.

Sliding Stops Reset Weekly of Calpine


Some would advise you to set the stops at what you feel to be an acceptable loss. However, "feeling" is an extremely misleading guide. These charts are the output of a "brute force" calculation giving results for every stop loss setting from one percent to fifty percent on every trading day of the past ten years.

The bars represent the annual percentage appreciation achieved for each stop loss setting. This percentage is numbered on the right (blue) axis. The purple line depicts the number of "stop outs" on average per year at each stop loss setting . Transaction costs directly relate to this number on the left (purple) axis.

CPN:  Sliding Stops Reset Monthly

These charts represent different strategies for "sliding" the stops to lock in gains. The first simply moves the stop up every day to the pre-determined percentage below the close price. The others move the stops up at the end of every week, and at the end of every month. Generally speaking, it seems better to move the stops less frequently than daily.

General Market Conditions

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CPN:  Sliding stops trimmed by sell signals
Buy Signals and sliding stops of Calpine
Buy Signals and sliding stops of Calpine




Technical Buy Signals and Trailing Stop-loss

Trailing stops set at -18.00 %
StartEndBuy InEnd PriceDifTotalTypeSessions
10/17/19962/20/19972.092.250.160.16186
12/2/19962/20/19972.232.250.020.18155
12/27/19962/20/19972.342.25-0.090.09137
1/23/19972/20/19972.592.25-0.34-0.25119
2/11/19974/22/19972.452.06-0.39-0.64148
3/14/19977/21/19972.232.09-0.14-0.78188
3/31/19977/21/19972.272.09-0.18-0.96178
5/6/19977/21/19972.172.09-0.08-1.04152
7/15/199710/30/19972.232.02-0.21-1.25176
7/16/199710/30/19972.212.02-0.19-1.44175
7/29/199710/30/19972.272.02-0.25-1.69166
9/22/199710/30/19972.622.02-0.60-2.29128
10/14/199710/30/19972.522.02-0.50-2.79112
10/17/199710/30/19972.442.02-0.42-3.2119
10/27/199710/31/19972.441.98-0.46-3.6714
11/6/19972/10/19991.883.731.85-1.821316
11/26/19972/10/19991.823.731.910.091302
12/3/19972/10/19991.913.731.821.911298
12/15/19972/10/19991.953.731.783.691290
12/30/19972/10/19991.883.731.855.541280
1/9/19982/10/19991.843.731.897.431273
1/16/19982/10/19991.603.732.139.561268
3/17/19982/10/19992.253.731.4811.041228
4/13/19982/10/19992.303.731.4312.471210
5/8/19982/10/19992.383.731.3513.821191
5/13/19982/10/19992.483.731.2515.071188
5/21/19982/10/19992.303.731.4316.501182
7/31/19982/10/19992.523.731.2117.711133
8/7/19982/10/19992.583.731.1518.861128
8/12/19982/10/19992.593.731.1420.001125
11/23/19982/10/19993.053.730.6820.68153
12/21/19982/10/19993.303.730.4321.11134
3/16/19993/24/20004.1522.4418.2939.401260
3/22/19993/24/20004.0222.4418.4257.821256
4/27/19993/24/20005.2022.4417.2475.061231
5/13/19993/24/20006.5422.4415.9090.961219
8/10/19993/24/20009.5022.4412.94103.901158
8/19/19993/24/200010.4422.4412.00115.901151
10/12/19993/24/200012.4122.4410.03125.931114
10/28/19993/24/200013.0622.449.38135.311102
3/24/20004/12/200022.4419.00-3.44131.87113
6/26/200010/13/200032.1242.009.88141.75177
11/30/20001/4/200135.5032.50-3.00138.75123
1/4/20016/5/200132.5043.3010.80149.551104
1/30/20016/5/200141.7443.301.56151.11187
6/22/20017/24/200137.7033.90-3.80147.31121
12/10/200112/14/200117.7913.20-4.59142.7214
12/21/20011/18/200215.0113.70-1.31141.41118
7/7/20037/30/20037.215.59-1.62139.79117
11/7/20033/23/20044.694.690.00139.79192
3/18/20045/3/20045.204.12-1.08138.71131
3/23/20045/6/20044.693.90-0.79137.92131
5/6/20045/17/20043.903.06-0.84137.0817
9/23/20049/29/20043.552.88-0.67136.4114
1/20/20053/23/20053.242.93-0.31136.10143
1/21/20053/23/20053.132.93-0.20135.90142
4/15/20054/26/20052.391.92-0.47135.4317
4/22/20054/27/20052.191.78-0.41135.0213
5/25/20058/22/20052.642.710.07135.09161
8/26/20059/23/20052.902.56-0.34134.75119
9/8/20059/23/20053.102.56-0.54134.21111
10/18/200511/8/20052.451.86-0.59133.62115
11/22/200511/29/20051.390.54-0.85132.7714
11/29/200512/1/20050.540.40-0.14132.6312
12/1/200512/2/20050.400.28-0.12132.5111


Total Session Units Invested 6460
Sessions In Time Span 2314 Avg. Units Invested 2.79
Unit SharesMarket Order CommissionsStop Order CommissionsProfit
10065 at $5.0029 at $15.00$12,491.00
10065 at $30.0029 at $30.00$10,431.00
100065 at $5.0029 at $15.00$131,750.00
100065 at $30.0029 at $30.00$129,690.00


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