Trading Strategy Analysis of PPD

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Annualized Returns of Trading Strategies for PPD
Best Returnat StopEpisodesLength Best +10at Stop -5 to -25
Buy and Hold21.21 %0.211201.00
Buy On Rise Hold22.02 %0.211168.27
Buy On Dip Hold27.48 %0.211221.44
Signal and Hold24.07 %0.191298.04
Stops Only61.41 %-0.0223.0010.8926.81 %-0.1316.30 %
Sell Signal Trim Stops57.70 %-0.0224.0010.4233.87 %-0.1228.31 %
Buy Signals81.65 %-0.0216.0015.5537.37 %-0.1327.43 %
All Methods78.01 %-0.0217.0014.3843.18 %-0.2137.36 %

This table shows the results some simple trading policies from brute-force calculations on every trading day during the last 10 years. The top lines of the table show results from several variations on the classic Buy and Hold strategy, for which the concept of stops does not apply. This much used strategy yielded 21.00 %.

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. Many people practice some of the more realistic versions of Buy and Hold, for example, Momentum Investors might buy on rising prices and then hold. A speculator with a bit of sophistication might buy on dipping prices, while a technician might wait for technical signals to buy and then hold.

Generally, we have found the Buy-On-Dip policy to offer better returns than the Buy-On-Rise. That is true in this case, indicating some of the benefit of betting against the crowd when investing. Both strategies offer improvement over the unadorned Buy and Hold. Using technical indicators to buy and then hold, improves on the simple Buy and Hold strategy, but is still not the best.

Strategies lacking a stop-loss policy are too dangerous, given that every stock, sooner or later, will become worthless.

From the Report Dated 11/5/2010: -2 % has been the best sliding stop-loss setting for PPD in the past. This assumes the stops are adjusted on the week-end. However, setting stops this close can result in excess transactions. The best stop wider than 10 percent is -13 percent. This has historically produced a yield during holding periods that annualizes to 27.00 %.

PPD:  Sliding Stops Reset Daily

How to set sliding stop limits for Pre-Paid Legal:

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.

PPD:  Sliding Stops Reset Weekly


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.

Sliding Stops Reset Monthly of Pre-Paid Legal

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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Sliding stops trimmed by sell signals of Pre-Paid Legal
PPD:  Buy Signals and sliding stops
Buy Signals and sliding stops of Pre-Paid Legal




Technical Buy Signals and Trailing Stop-loss

Trailing stops set at -18.00 %
StartEndBuy InEnd PriceDifTotalTypeSessions
5/16/20017/16/200113.6817.043.363.36141
8/31/20019/17/200121.6217.47-4.15-0.7916
9/28/20012/6/200216.7318.301.570.78188
2/4/20025/30/200219.5623.574.014.79180
6/25/200210/4/200219.4317.66-1.773.02171
8/14/200210/4/200219.3517.66-1.691.33136
1/6/20032/12/200318.9916.03-2.96-1.63126
1/9/20032/12/200319.7016.03-3.67-5.30123
1/23/20038/8/200318.0720.762.69-2.611137
2/11/20038/8/200316.2020.764.561.951124
4/3/20038/8/200317.5620.763.205.15188
4/28/20038/8/200321.9520.76-1.193.96172
6/30/20032/4/200423.8021.44-2.361.601151
8/18/20032/4/200421.6121.44-0.171.431117
12/29/20032/23/200525.4530.224.776.201290
1/21/20042/23/200522.3630.227.8614.061275
1/28/20042/23/200522.1730.228.0522.111270
2/23/20042/23/200522.0630.228.1630.271253
5/18/20042/23/200522.2830.227.9438.211193
8/24/20042/23/200523.0430.227.1845.391126
8/30/20042/23/200523.9330.226.2951.681122
9/27/20042/23/200524.4530.225.7757.451103
11/15/20042/23/200529.4530.220.7758.22168
12/6/20042/23/200535.2430.22-5.0253.20154
1/6/20052/23/200535.4030.22-5.1848.02132
2/22/20058/19/200531.4940.188.6956.711125
7/5/20058/19/200548.1740.18-7.9948.72133
10/4/200512/14/200537.6938.660.9749.69150
12/27/20055/19/200637.5432.43-5.1144.58199
2/14/20065/19/200635.9532.43-3.5241.06166
10/23/20067/26/200741.8557.5215.6756.731189
11/27/20067/26/200741.6857.5215.8472.571165
1/22/20077/26/200738.5557.5218.9791.541129
2/20/20077/26/200741.7557.5215.77107.311109
3/15/20077/26/200753.4557.524.07111.38192
4/23/20077/26/200758.2257.52-0.70110.68166
11/16/20073/6/200851.7144.47-7.24103.44174
12/29/20082/23/200935.6729.52-6.1597.29137
10/6/200911/19/200943.0933.27-9.8287.47132
10/12/200911/19/200942.1033.27-8.8378.64128
11/19/200911/5/201033.2761.9928.72107.360242
3/5/201011/5/201038.7661.9923.23130.590171
3/24/201011/5/201038.1261.9923.87154.460158
4/15/201011/5/201039.2161.9922.78177.240143
10/15/201011/5/201055.0661.996.93184.17015
10/20/201011/5/201055.3761.996.62190.79012
10/25/201011/5/201062.7461.99-0.75190.0409


Total Session Units Invested 4890
Sessions In Time Span 2398 Avg. Units Invested 2.04
Unit SharesMarket Order CommissionsStop Order CommissionsProfit
10047 at $5.0017 at $15.00$18,514.00
10047 at $30.0017 at $30.00$17,084.00
100047 at $5.0017 at $15.00$189,550.01
100047 at $30.0017 at $30.00$188,120.01


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